From 0dc10e7c81e322ac3c898bd1d72573f8bf567439 Mon Sep 17 00:00:00 2001 From: Daniel Date: Fri, 20 Dec 2024 03:27:13 -0500 Subject: [PATCH 1/5] Added pnp solver --- src/prm_launch/launch/video2detector.py | 5 + .../opencv_armor_detector/CMakeLists.txt | 2 +- src/prm_vision/pnp_solver/CMakeLists.txt | 42 +++ .../pnp_solver/include/KalmanFilter.hpp | 51 +++ .../pnp_solver/include/PNPSolver.hpp | 86 +++++ .../pnp_solver/include/ValidityFilter.hpp | 58 ++++ .../include/projectile_angle_convel.hpp | 190 ++++++++++ src/prm_vision/pnp_solver/package.xml | 23 ++ .../pnp_solver/src/KalmanFilter.cpp | 70 ++++ src/prm_vision/pnp_solver/src/PNPSolver.cpp | 326 ++++++++++++++++++ .../pnp_solver/src/ValidityFilter.cpp | 135 ++++++++ 11 files changed, 987 insertions(+), 1 deletion(-) create mode 100644 src/prm_vision/pnp_solver/CMakeLists.txt create mode 100644 src/prm_vision/pnp_solver/include/KalmanFilter.hpp create mode 100644 src/prm_vision/pnp_solver/include/PNPSolver.hpp create mode 100644 src/prm_vision/pnp_solver/include/ValidityFilter.hpp create mode 100644 src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp create mode 100644 src/prm_vision/pnp_solver/package.xml create mode 100644 src/prm_vision/pnp_solver/src/KalmanFilter.cpp create mode 100644 src/prm_vision/pnp_solver/src/PNPSolver.cpp create mode 100644 src/prm_vision/pnp_solver/src/ValidityFilter.cpp diff --git a/src/prm_launch/launch/video2detector.py b/src/prm_launch/launch/video2detector.py index a7857e3..dde5c9d 100755 --- a/src/prm_launch/launch/video2detector.py +++ b/src/prm_launch/launch/video2detector.py @@ -8,6 +8,7 @@ def generate_launch_description(): webcam_publisher = get_package_share_path('webcam_publisher') video_path = "/home/tom/Videos/far_back_spin_and_move.avi" # example, can change to your liking + return LaunchDescription([ Node( package='webcam_publisher', @@ -22,5 +23,9 @@ def generate_launch_description(): Node( package='opencv_armor_detector', executable='OpenCVArmorDetectorNode', + ), + Node( + package='pnp_solver', + executable='PNPSolverNode', ) ]) diff --git a/src/prm_vision/opencv_armor_detector/CMakeLists.txt b/src/prm_vision/opencv_armor_detector/CMakeLists.txt index 1969e3b..62f028f 100644 --- a/src/prm_vision/opencv_armor_detector/CMakeLists.txt +++ b/src/prm_vision/opencv_armor_detector/CMakeLists.txt @@ -1,5 +1,5 @@ cmake_minimum_required(VERSION 3.8) -project(opencv_armor_detector CXX CUDA) +project(opencv_armor_detector) # Dependencies find_package(ament_cmake REQUIRED) diff --git a/src/prm_vision/pnp_solver/CMakeLists.txt b/src/prm_vision/pnp_solver/CMakeLists.txt new file mode 100644 index 0000000..3eedefd --- /dev/null +++ b/src/prm_vision/pnp_solver/CMakeLists.txt @@ -0,0 +1,42 @@ +cmake_minimum_required(VERSION 3.5) +project(pnp_solver) + + +include_directories(/usr/include) +include_directories(include) + +find_package(ament_cmake REQUIRED) +find_package(rclcpp REQUIRED) +find_package(vision_msgs REQUIRED) +find_package(tf2 REQUIRED) +find_package(tf2_ros REQUIRED) +find_package(geometry_msgs REQUIRED) +find_package(OpenCV 4.6.0 REQUIRED) +find_package(Eigen3 REQUIRED) + +add_library(KalmanFilter STATIC src/KalmanFilter.cpp) +target_link_libraries(KalmanFilter Eigen3::Eigen) + +add_library(ValidityFilter STATIC src/ValidityFilter.cpp) + +add_executable(PNPSolverNode src/PNPSolver.cpp) +target_link_libraries(PNPSolverNode KalmanFilter ValidityFilter) +ament_target_dependencies(PNPSolverNode + rclcpp + vision_msgs + geometry_msgs + tf2 + tf2_ros + OpenCV +) + +install( + TARGETS PNPSolverNode + DESTINATION lib/${PROJECT_NAME} +) + +ament_export_include_directories(include) +ament_export_dependencies(rclcpp rclcpp vision_msgs geometry_msgs tf2) + +ament_package() + diff --git a/src/prm_vision/pnp_solver/include/KalmanFilter.hpp b/src/prm_vision/pnp_solver/include/KalmanFilter.hpp new file mode 100644 index 0000000..6417518 --- /dev/null +++ b/src/prm_vision/pnp_solver/include/KalmanFilter.hpp @@ -0,0 +1,51 @@ +#ifndef _KALMAN_FILTER_HPP +#define _KALMAN_FILTER_HPP + +#include +#include + +class KalmanFilter +{ +public: + KalmanFilter(float, float, float, float, float, float); + + KalmanFilter(); + + ~KalmanFilter(); + + void update(float, float, float, float, float[]); + + void reset(); + +private: + + + float q_0; + float p_0; + float r; + float x_0; // in mm + float y_0; // in mm + float z_0; // in mm + + Eigen::Matrix A; + Eigen::Matrix H; + Eigen::Matrix Q; + Eigen::Matrix P; + Eigen::Matrix R; + Eigen::Matrix X; + + Eigen::Matrix X_t_measure; + + Eigen::Matrix X_hat_t; + Eigen::Matrix P_hat_t; + + Eigen::Matrix y_t; + Eigen::Matrix z_t; + + Eigen::Matrix s_t; + Eigen::Matrix K; + + +}; + +#endif // _KALMAN_FILTER_HPP \ No newline at end of file diff --git a/src/prm_vision/pnp_solver/include/PNPSolver.hpp b/src/prm_vision/pnp_solver/include/PNPSolver.hpp new file mode 100644 index 0000000..8730e25 --- /dev/null +++ b/src/prm_vision/pnp_solver/include/PNPSolver.hpp @@ -0,0 +1,86 @@ +#ifndef _PNP_SOLVER_HPP +#define _PNP_SOLVER_HPP + +#include +#include + +#include +#include + +#include "rclcpp/logging.hpp" +#include "rclcpp/rclcpp.hpp" + +#include "vision_msgs/msg/key_points.hpp" +#include "vision_msgs/msg/predicted_armor.hpp" +#include "std_msgs/msg/string.hpp" + +#include "geometry_msgs/msg/transform_stamped.hpp" +#include "tf2_ros/transform_broadcaster.h" +#include "tf2/LinearMath/Quaternion.h" +#include "tf2/LinearMath/Matrix3x3.h" + +#include "projectile_angle_convel.hpp" + +#include "KalmanFilter.hpp" +#include "ValidityFilter.hpp" + +#define PI 3.141592653589793238462643383 + +#define X_OFFSET 0 // Right of sensor +#define Y_OFFSET 0 // Down of sensor +#define Z_OFFSET 0 // Out of sensor + +#define LIGHTBAR_HALF_HEIGHT 54.f / 2.f +#define SMALL_ARMOR_HALF_WIDTH 134.f / 2.f +#define LARGE_ARMOR_HALF_WIDTH 225.f / 2.f + +// #define float CAMERA_MATRIX[3][3] = {{971.537, 0, 1280.f / 2}, +// {0, 1034.343, 1024.f / 2}, +// {0, 0, 1}}; + +using namespace std::chrono_literals; + +class PNPSolver : public rclcpp::Node +{ +public: + PNPSolver(const rclcpp::NodeOptions &); + ~PNPSolver(); + +private: + std::vector small_armor_object_points; + std::vector large_armor_object_points; + cv::Mat camera_matrix; + float camera_matrix_[3][3]; + cv::Mat distortion_coefficient; + + cv::Mat rvec; + cv::Mat tvec; + + rclcpp::Subscription::SharedPtr key_points_subscriber; + + std::unique_ptr tf_broadcaster; + std::shared_ptr> predicted_armor_publisher; + std::shared_ptr> auto_aim_tracking_status_publisher = NULL; + + uint32_t seq_; + + KalmanFilter kalman_filter_; + + ValidityFilter validity_filter_; + + rclcpp::Time prev_time_; + + bool publish_tf_; + float dst_[6]; + + int locked_in_frames = 0; + int num_frames_to_fire_after = 10; // corresponds to approximately 2/3 of a second + double last_fire_time = 0; + + rclcpp::TimerBase::SharedPtr firing_timer; + void keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr); + void publishZeroPredictedArmor(std_msgs::msg::Header header); + void check_last_firing_time(); +}; + +#endif // _PNP_SOLVER_HPP diff --git a/src/prm_vision/pnp_solver/include/ValidityFilter.hpp b/src/prm_vision/pnp_solver/include/ValidityFilter.hpp new file mode 100644 index 0000000..9b0bcc9 --- /dev/null +++ b/src/prm_vision/pnp_solver/include/ValidityFilter.hpp @@ -0,0 +1,58 @@ +#ifndef _RESULT_FILTER_HPP_ +#define _RESULT_FILTER_HPP_ + +#include +#include +#include +#include + +enum ValidityFilterState +{ + TRACKING, + IDLING, + STOPPING, +}; + + +class ValidityFilter +{ +public: + ValidityFilter(int lock_in_after, float max_distance, float min_distance, float max_shift_distance, float prev_len); + + ValidityFilter(); + + ~ValidityFilter(); + + bool validation(float, float, float, double); // x, y, z, dt, return if to reset kalman filter + + int get_lock_in_counter(); + + ValidityFilterState state = STOPPING; + +private: + + + int lock_in_after = 3; // lock in after n frames + int lock_in_counter = 0; + + float max_distance = 10000.f; // mm + float min_distance = 10.f; // mm + + double max_dt = 2000; // ms + + int prev_len = 5; // check the back n frams for max shift distance vilolation + + float prev_coordinates[20][3]; + int prev_idx = 0; + + float max_shift_distance = 150.f; // mm + + void update_prev(float, float, float); + int position_validity(float, float, float); + bool distance_validity(float, float, float); + void increment_lock_in_counter(); + void decrement_lock_in_counter(); + void reset_lock_in_counter(); +}; + +#endif // _RESULT_FILTER_HPP_ \ No newline at end of file diff --git a/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp b/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp new file mode 100644 index 0000000..fe06996 --- /dev/null +++ b/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp @@ -0,0 +1,190 @@ +#define MUZZLE_VELOCITY 25.00 +#define SHOT_IMPOSSIBLE -100 +#define RAD_2_DEG 180 / PI +#define PI 3.14159 +#define OoM -10 + +#include +#include +#include +#include + +/** + * @author sidneycadot + * @source: https://github.com/sidneycadot/quartic + * @brief Below three are helper functions from the above source to solve the quartic arising from the motion + * intersection equations + */ + +static std::complex complex_sqrt(const std::complex &z) +{ + return pow(z, 1. / 2.); +} + +static std::complex complex_cbrt(const std::complex &z) +{ + return pow(z, 1. / 3.); +} + +void solve_quartic(const std::complex coefficients[5], std::complex roots[4]) +{ + // The algorithm below was derived by solving the quartic in Mathematica, and simplifying the resulting expression by hand. + + const std::complex a = coefficients[0]; + const std::complex b = coefficients[1] / a; + const std::complex c = coefficients[2] / a; + const std::complex d = coefficients[3] / a; + const std::complex e = coefficients[4] / a; + + const std::complex Q1 = c * c - 3. * b * d + 12. * e; + const std::complex Q2 = 2. * c * c * c - 9. * b * c * d + 27. * d * d + 27. * b * b * e - 72. * c * e; + const std::complex Q3 = 8. * b * c - 16. * d - 2. * b * b * b; + const std::complex Q4 = 3. * b * b - 8. * c; + + const std::complex Q5 = complex_cbrt(Q2 / 2. + complex_sqrt(Q2 * Q2 / 4. - Q1 * Q1 * Q1)); + const std::complex Q6 = (Q1 / Q5 + Q5) / 3.; + const std::complex Q7 = 2. * complex_sqrt(Q4 / 12. + Q6); + + roots[0] = (-b - Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[1] = (-b - Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[2] = (-b + Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; + roots[3] = (-b + Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; +} + +/** + * @brief Solves for the pitch yaw angles using gravity model + * Includes vector helper functions + * + */ + +struct vec3 +{ + double x = 0, y = 0, z = 0; + std::string id = "N/A"; + + vec3() + { + x = 0; + y = 0; + z = 0; + } + + vec3(double a, double b, double c) + { + x = a; + y = b; + z = c; + } + + vec3 operator+(vec3 const &a) + { + vec3 b; + b.x = x + a.x; + b.y = y + a.y; + b.z = z + a.z; + return b; + } + + vec3 operator-(vec3 const &a) + { + vec3 b; + b.x = x - a.x; + b.y = y - a.y; + b.z = z - a.z; + return b; + } + + double operator*(vec3 const &a) + { + double b; + b = x * a.x + y * a.y + z * a.z; + return b; + } + + vec3 operator*(double c) + { + vec3 b; + b.x = c * x; + b.y = c * y; + b.z = c * z; + return b; + } + + vec3 operator/(double c) + { + vec3 b; + b.x = x / c; + b.y = y / c; + b.z = z / c; + return b; + } + + double norm() + { + return sqrt(x * x + y * y + z * z); + } + + void print() + { + std::cout << id << ": (" << x << ", " << y << ", " << z << ")' \n"; + } +}; + +bool compare_complex(std::complex a, std::complex b) +{ + return a != b ? a.real() < b.real() : a.imag() < b.imag(); +} + +double smallest_positive_real_soln(std::complex roots[4]) +{ + double soln = SHOT_IMPOSSIBLE; + + for (int i = 0; i < 4; i++) + { + double imag_order = log10(abs(roots[i].imag())); + if ((imag_order < OoM || std::isnan(imag_order)) && roots[i].real() > 0) + { + soln = roots[i].real(); + break; + } + } + + return soln; +} + +void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double *pitch, double *yaw, bool *impossible) +{ + vec3 P_d, aim_vector, aim_uv; + std::complex coeffs[5] = {}, roots[4] = {}; + double t_sol = 0; + + P_d = Pos + Vel * time_delay; + + coeffs[0] = (G * G) * 0.25; + coeffs[1] = Vel * G; + coeffs[2] = P_d * G + Vel * Vel - pow(MUZZLE_VELOCITY, 2); + coeffs[3] = (P_d * Vel) * 2; + coeffs[4] = P_d * P_d; + + solve_quartic(coeffs, roots); + std::sort(roots, roots + 4, compare_complex); + t_sol = smallest_positive_real_soln(roots); + + if (t_sol == SHOT_IMPOSSIBLE) + { + *impossible = true; + } + else + { + *impossible = false; + } + + aim_vector = P_d + Vel * t_sol + (G * pow(t_sol, 2)) * 0.5; + aim_uv = aim_vector / aim_vector.norm(); + + *pitch = asin(aim_uv.z); + *yaw = acos(aim_uv.x / cos(*pitch)); + + *pitch = *pitch * RAD_2_DEG; + *yaw = *yaw * RAD_2_DEG; +} \ No newline at end of file diff --git a/src/prm_vision/pnp_solver/package.xml b/src/prm_vision/pnp_solver/package.xml new file mode 100644 index 0000000..b1571ac --- /dev/null +++ b/src/prm_vision/pnp_solver/package.xml @@ -0,0 +1,23 @@ + + + pnp_solver + 0.0.1 + Module written for Purdue Robomaster to calculate 3D armor position of RoboMaster Robots. + + Tom O'Donnell + Apache-2.0 + + ament_cmake + sensor_msgs + image_transport + rclcpp + cv_bridge + vision_msgs + + + ament_cmake_gtest + + + ament_cmake + + diff --git a/src/prm_vision/pnp_solver/src/KalmanFilter.cpp b/src/prm_vision/pnp_solver/src/KalmanFilter.cpp new file mode 100644 index 0000000..b0a4c6f --- /dev/null +++ b/src/prm_vision/pnp_solver/src/KalmanFilter.cpp @@ -0,0 +1,70 @@ +#include "KalmanFilter.hpp" + +KalmanFilter::KalmanFilter(float q_0, float p_0, float r, float x_0, float y_0, float z_0) : q_0(q_0), p_0(p_0), r(r), x_0(x_0), y_0(y_0), z_0(z_0) +{ + this->A = Eigen::Matrix::Identity(); + + this->H = Eigen::Matrix::Zero(); + this->H(0, 0) = 1; + this->H(1, 1) = 1; + this->H(2, 2) = 1; + + this->Q = Eigen::Matrix::Identity() * this->q_0; + this->R = Eigen::Matrix::Identity() * this->r; + this->X_t_measure = Eigen::Matrix::Zero(); + + this->reset(); +} + +// q0, p0, r = process (kinematic) noise, state covariance, measurement noise +KalmanFilter::KalmanFilter() : KalmanFilter(10, 10000, 20, 0, 0, 0) {} + +KalmanFilter::~KalmanFilter() +{ + return; +} + +void KalmanFilter::reset() +{ + + this->X = Eigen::Matrix::Zero(); + this->X(0, 0) = this->x_0; + this->X(1, 0) = this->y_0; + this->X(2, 0) = this->z_0; + this->X(3, 0) = 0.f; + this->X(4, 0) = 0.f; + this->X(5, 0) = 0.f; + + this->P = Eigen::Matrix::Identity() * this->p_0; +} + +void KalmanFilter::update(float pos_x, float pos_y, float pos_z, float dt, float dst[6]) +{ + + this->X_t_measure(0, 0) = pos_x; + this->X_t_measure(1, 0) = pos_y; + this->X_t_measure(2, 0) = pos_z; + + this->A(0, 3) = dt; + this->A(1, 4) = dt; + this->A(2, 5) = dt; + + this->X_hat_t = this->A * this->X; + this->P_hat_t = this->A * this->P * this->A.transpose() + this->Q; + + this->z_t = Eigen::Matrix::Identity() * this->X_t_measure; + this->y_t = this->z_t - this->H * this->X_hat_t; + + this->s_t = this->H * this->P_hat_t * this->H.transpose() + this->R; + this->K = this->P_hat_t * this->H.transpose() * this->s_t.inverse(); + + this->P = (Eigen::Matrix::Identity() - this->K * this->H) * this->P_hat_t; + this->X = this->X_hat_t + this->K * this->y_t; + + dst[0] = this->X(0, 0); + dst[1] = this->X(1, 0); + dst[2] = this->X(2, 0); + dst[3] = this->X(3, 0); + dst[4] = this->X(4, 0); + dst[5] = this->X(5, 0); +} diff --git a/src/prm_vision/pnp_solver/src/PNPSolver.cpp b/src/prm_vision/pnp_solver/src/PNPSolver.cpp new file mode 100644 index 0000000..fe36851 --- /dev/null +++ b/src/prm_vision/pnp_solver/src/PNPSolver.cpp @@ -0,0 +1,326 @@ +#include "PNPSolver.hpp" + +PNPSolver::PNPSolver(const rclcpp::NodeOptions &options) : Node("pnp_solver", options) +{ + + publish_tf_ = this->declare_parameter("publish_tf", false); + publish_tf_ = true; + RCLCPP_INFO(this->get_logger(), "Publish TF: %s", publish_tf_ ? "true" : "false"); + + // +X: Out, +Y: Right, +Z: Up + small_armor_object_points.emplace_back(cv::Point3f(0, -SMALL_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Left + small_armor_object_points.emplace_back(cv::Point3f(0, -SMALL_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Left + small_armor_object_points.emplace_back(cv::Point3f(0, SMALL_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Right + small_armor_object_points.emplace_back(cv::Point3f(0, SMALL_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Right + + large_armor_object_points.emplace_back(cv::Point3f(0, -LARGE_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Left + large_armor_object_points.emplace_back(cv::Point3f(0, -LARGE_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Left + large_armor_object_points.emplace_back(cv::Point3f(0, LARGE_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Righy + large_armor_object_points.emplace_back(cv::Point3f(0, LARGE_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Right + + camera_matrix_[0][0] = 1019.108731; + camera_matrix_[0][1] = 0; + camera_matrix_[0][2] = 601.884969; + camera_matrix_[1][0] = 0; + camera_matrix_[1][1] = 1016.784980; + camera_matrix_[1][2] = 521.004587; + camera_matrix_[2][0] = 0; + camera_matrix_[2][1] = 0; + camera_matrix_[2][2] = 1; + + + kalman_filter_ = KalmanFilter(); + validity_filter_ = ValidityFilter(); + + camera_matrix = cv::Mat(3, 3, CV_32F, &camera_matrix_); + + distortion_coefficient = cv::Mat::zeros(4, 1, cv::DataType::type); + distortion_coefficient.at(0, 0) = -0.108767; + distortion_coefficient.at(1, 0) = -0.072085; + distortion_coefficient.at(2, 0) = -0.000847; + distortion_coefficient.at(3, 0) = 0.0; + + rvec = cv::Mat(3, 1, CV_32F); + tvec = cv::Mat(3, 1, CV_32F); + + seq_ = 0; + + prev_time_ = this->now(); + + if (publish_tf_) + { + tf_broadcaster = std::make_unique(*this); + } + + // STOP FIRING if no target detected for 2 seconds + this->firing_timer = this->create_wall_timer(500ms, std::bind(&PNPSolver::check_last_firing_time, this)); + + // Initialize subscriber and publisher for predicted armor, key points, and auto aim tracking status + predicted_armor_publisher = this->create_publisher("predicted_armor", 10); + auto_aim_tracking_status_publisher = this->create_publisher("auto_aim_tracking_status", rclcpp::QoS(rclcpp::KeepLast(1)).reliable()); + key_points_subscriber = this->create_subscription( + "key_points", 10, std::bind(&PNPSolver::keyPointsCallback, this, std::placeholders::_1)); + + RCLCPP_INFO(this->get_logger(), "PNP Solver Created"); +} + +PNPSolver::~PNPSolver() +{ + RCLCPP_INFO_ONCE(this->get_logger(), "Destorying PNP Solver"); + return; +} + +/** + * @brief Callback function when receiving armor key points from armor detector node + * + * The callback performs PNP solving, kalman filtering, and determine when to fire. + * + * @param key_points_msg key point messagge + */ +void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr key_points_msg) +{ + + if (key_points_msg->points.size() != 8 || key_points_msg->points[0] == 0) + { + publishZeroPredictedArmor(key_points_msg->header); + return; + } + + std::vector image_points; + image_points.push_back(cv::Point2f(key_points_msg->points[0], key_points_msg->points[1])); + image_points.push_back(cv::Point2f(key_points_msg->points[2], key_points_msg->points[3])); + image_points.push_back(cv::Point2f(key_points_msg->points[4], key_points_msg->points[5])); + image_points.push_back(cv::Point2f(key_points_msg->points[6], key_points_msg->points[7])); + + bool result = cv::solvePnP(small_armor_object_points, image_points, camera_matrix, distortion_coefficient, rvec, tvec, false, cv::SOLVEPNP_IPPE); + + if (!result) + { + RCLCPP_WARN(this->get_logger(), "Solve Failed on %d", seq_++); + publishZeroPredictedArmor(key_points_msg->header); + return; + } + + rclcpp::Time curr_time_(key_points_msg->header.stamp.sec, key_points_msg->header.stamp.nanosec, RCL_ROS_TIME); + + double dt = (curr_time_.seconds() - prev_time_.seconds()); // in s + + float Y = -tvec.at(0, 0); + float Z = -tvec.at(1, 0); + float X = tvec.at(2, 0); + tvec.at(0, 0) = X; + tvec.at(1, 0) = Y; + tvec.at(2, 0) = Z; + + std_msgs::msg::String auto_aim_tracking_status_msg; + + bool reset_kalman = validity_filter_.validation(X, Y, Z, dt); + if (reset_kalman) + { + auto_aim_tracking_status_msg.data = "RESET KALMAN"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + kalman_filter_.reset(); + RCLCPP_INFO(this->get_logger(), "Validity Filter Reset Kalman Filter"); + prev_time_ = curr_time_; + } + + // Stopping motor + if (validity_filter_.state == STOPPING) + { + auto_aim_tracking_status_msg.data = "STOPPING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + publishZeroPredictedArmor(key_points_msg->header); + locked_in_frames = 0; + return; + } + + // Idling, dont send anything + else if (validity_filter_.state == IDLING) + { + auto_aim_tracking_status_msg.data = "IDLING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + locked_in_frames = 0; + return; + } + + // Tracking, update kalman filter + else if (validity_filter_.state == TRACKING) + { + // if tracking and we have locked in for enough frames, fire at the target + if (locked_in_frames > num_frames_to_fire_after) + { + auto_aim_tracking_status_msg.data = "FIRE"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + last_fire_time = this->now().seconds(); + } + else + { + auto_aim_tracking_status_msg.data = "TRACKING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + } + + kalman_filter_.update(X, Y, Z, dt, dst_); + prev_time_ = curr_time_; + locked_in_frames++; + } + + + // Publish Predicted Armor if valid and publish + vision_msgs::msg::PredictedArmor predicted_armor_msg; + predicted_armor_msg.header = key_points_msg->header; + + // Translation XYZ + // disable kalman for now + double distance = sqrt(X*X + Y*Y + Z*Z); + predicted_armor_msg.x = X; + predicted_armor_msg.y = Y + 50; + predicted_armor_msg.z = Z - 60; // 50mm coordinate transform in Z // + (0.1*distance + -127.75); + + vec3 P(X/1000, Y/1000, Z/1000), V(0,0, 0), grav(0, 0, 9.81); + double p = 0, y = 0; bool im = 0; + pitch_yaw_gravity_model_movingtarget_const_v(P, V, grav, 0, &p, &y, &im); y = y * (Y > 0 ? -1 : 1); //currently a bug where yaw is never negative, so we just multiply by the sign of "y" of the target + + double yaw = -atan(Y / X) * 180 / PI; + double pitch = atan(Z / X) * 180 / PI; + + // fire at the target + predicted_armor_msg.fire = locked_in_frames > num_frames_to_fire_after; + + // Rotation XYZ + // NOTE: Eventually this should be passed into the kalman filter and predicted_rvec should be published instead + predicted_armor_msg.rvec_x = rvec.at(0, 0); + predicted_armor_msg.rvec_y = rvec.at(1, 0); + predicted_armor_msg.rvec_z = rvec.at(2, 0); + + if (reset_kalman) + { + predicted_armor_msg.x_vel = 0; + predicted_armor_msg.y_vel = 0; + predicted_armor_msg.z_vel = 0; + } + else + { + predicted_armor_msg.x_vel = dst_[0]; + predicted_armor_msg.y_vel = dst_[1]; + predicted_armor_msg.z_vel = dst_[2]; + } + predicted_armor_publisher->publish(predicted_armor_msg); + + // Publish TF raw results + if (publish_tf_) + { + geometry_msgs::msg::TransformStamped detected_armor_tf; + + detected_armor_tf.header.stamp = key_points_msg->header.stamp; + detected_armor_tf.header.frame_id = "camera_link"; + detected_armor_tf.child_frame_id = "detected_armor"; + detected_armor_tf.transform.translation.x = X / 1000; + detected_armor_tf.transform.translation.y = Y / 1000; + detected_armor_tf.transform.translation.z = Z / 1000; + + detected_armor_tf.transform.rotation.x = 1; + detected_armor_tf.transform.rotation.y = 0; + detected_armor_tf.transform.rotation.z = 0; + detected_armor_tf.transform.rotation.w = 0; + + tf_broadcaster->sendTransform(detected_armor_tf); + } + + // Publish TF filtered results + if (publish_tf_) + { + geometry_msgs::msg::TransformStamped filtered_armor_tf; + + filtered_armor_tf.header.stamp = key_points_msg->header.stamp; + filtered_armor_tf.header.frame_id = "camera_link"; + filtered_armor_tf.child_frame_id = "filtered_armor"; + filtered_armor_tf.transform.translation.x = dst_[0] / 1000; + filtered_armor_tf.transform.translation.y = dst_[1] / 1000; + filtered_armor_tf.transform.translation.z = dst_[2] / 1000; + + filtered_armor_tf.transform.rotation.x = 1; + filtered_armor_tf.transform.rotation.y = 0; + filtered_armor_tf.transform.rotation.z = 0; + filtered_armor_tf.transform.rotation.w = 0; + + tf_broadcaster->sendTransform(filtered_armor_tf); + } + + // Publish TF predictedion after 0.3s + if (publish_tf_) + { + geometry_msgs::msg::TransformStamped predicted_armor_tf; + + predicted_armor_tf.header.stamp = key_points_msg->header.stamp; + predicted_armor_tf.header.frame_id = "camera_link"; + predicted_armor_tf.child_frame_id = "predicted_armor"; + predicted_armor_tf.transform.translation.x = (dst_[0] + dst_[3] * 0.5) / 1000; + predicted_armor_tf.transform.translation.y = (dst_[1] + dst_[4] * 0.5) / 1000; + predicted_armor_tf.transform.translation.z = (dst_[2] + dst_[5] * 0.5) / 1000; + + predicted_armor_tf.transform.rotation.x = 1; + predicted_armor_tf.transform.rotation.y = 0; + predicted_armor_tf.transform.rotation.z = 0; + predicted_armor_tf.transform.rotation.w = 0; + + tf_broadcaster->sendTransform(predicted_armor_tf); + } + + RCLCPP_INFO_ONCE(this->get_logger(), "First TF published"); + + if (seq_ % 1000 == 0) + { + RCLCPP_INFO(this->get_logger(), "seq: %d", seq_); + } + seq_++; +} + +void PNPSolver::check_last_firing_time() +{ + if (this->now().seconds() - last_fire_time > 1 && locked_in_frames > num_frames_to_fire_after) + { + RCLCPP_INFO(this->get_logger(), "Stopping firing"); + std_msgs::msg::String auto_aim_tracking_status_msg; + auto_aim_tracking_status_msg.data = "STOPPING_FIRING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + locked_in_frames = 0; + publishZeroPredictedArmor(std_msgs::msg::Header()); + } + +} + +void PNPSolver::publishZeroPredictedArmor(std_msgs::msg::Header header) +{ + vision_msgs::msg::PredictedArmor predicted_armor_msg; + predicted_armor_msg.header = header; + predicted_armor_msg.x = 0; + predicted_armor_msg.y = 0; + predicted_armor_msg.z = 0; + predicted_armor_msg.rvec_x = 0; + predicted_armor_msg.rvec_y = 0; + predicted_armor_msg.rvec_z = 0; + predicted_armor_msg.x_vel = 0; + predicted_armor_msg.y_vel = 0; + predicted_armor_msg.z_vel = 0; + predicted_armor_msg.fire = locked_in_frames > num_frames_to_fire_after; // allows firing to still occur until the target is lost for 2 seconds and locked_in_frames is reset + + predicted_armor_publisher->publish(predicted_armor_msg); +} + +int main(int argc, char *argv[]) +{ + + setvbuf(stdout, NULL, _IONBF, BUFSIZ); + + rclcpp::init(argc, argv); + rclcpp::executors::SingleThreadedExecutor exec; + + const rclcpp::NodeOptions options; + auto pnp_solver_node = std::make_shared(options); + + exec.add_node(pnp_solver_node); + exec.spin(); + + rclcpp::shutdown(); + return 0; +} diff --git a/src/prm_vision/pnp_solver/src/ValidityFilter.cpp b/src/prm_vision/pnp_solver/src/ValidityFilter.cpp new file mode 100644 index 0000000..0941ec6 --- /dev/null +++ b/src/prm_vision/pnp_solver/src/ValidityFilter.cpp @@ -0,0 +1,135 @@ +#include "ValidityFilter.hpp" + +ValidityFilter::ValidityFilter(int lock_in_after, float max_distance, float min_distance, float max_shift_distance, float prev_len) +{ + this->lock_in_after = lock_in_after; + this->max_distance = max_distance; + this->min_distance = min_distance; + this->max_shift_distance = max_shift_distance; + this->prev_len = prev_len < 20 ? prev_len : 20; +} + +ValidityFilter::ValidityFilter() +{ +} + +ValidityFilter::~ValidityFilter() +{ +} + +int ValidityFilter::get_lock_in_counter() +{ + return lock_in_counter; +} + +void ValidityFilter::update_prev(float x, float y, float z) +{ + this->prev_coordinates[prev_idx][0] = x; + this->prev_coordinates[prev_idx][1] = y; + this->prev_coordinates[prev_idx][2] = z; + prev_idx = (prev_idx + 1) % prev_len; +} + +bool ValidityFilter::distance_validity(float x, float y, float z) +{ + float dst = std::sqrt(x * x + y * y + z * z); + return dst <= max_distance && dst >= min_distance; +} + +int ValidityFilter::position_validity(float x, float y, float z) +{ + int num_valid = 0; + + for (int i = 0; i < prev_len; i++) + { + float dx = x - this->prev_coordinates[i][0]; + float dy = y - this->prev_coordinates[i][1]; + float dz = z - this->prev_coordinates[i][2]; + if (std::sqrt(dx * dx + dy * dy + dz * dz) < max_shift_distance) + { + num_valid++; + } + } + return num_valid; +} + +void ValidityFilter::increment_lock_in_counter() +{ + lock_in_counter++; + if (lock_in_counter > lock_in_after) + { + state = TRACKING; + lock_in_counter = lock_in_after; + } else { + state = IDLING; + } +} + +void ValidityFilter::decrement_lock_in_counter() +{ + lock_in_counter--; + if (lock_in_counter != 0) + { + state = IDLING; + } + else + { + state = STOPPING; + lock_in_counter = 0; + } +} + +void ValidityFilter::reset_lock_in_counter() +{ + lock_in_counter = 0; + state = STOPPING; +} + + +bool ValidityFilter::validation(float x, float y, float z, double dt) +{ + + // Invalid distance + if (!distance_validity(x, y, z)) + { + decrement_lock_in_counter(); + return state == STOPPING; + } + // printf("Time\n"); + // printf("%f, %f\n", dt, max_dt); + + // New detection based on time + if (dt > max_dt) + { + reset_lock_in_counter(); + increment_lock_in_counter(); + update_prev(x, y, z); + return true; + } + + int num_valid = position_validity(x, y, z); + + // Invalid detection + if (num_valid == 0) + { + decrement_lock_in_counter(); + update_prev(x, y, z); + return state == STOPPING; + } + + // Valid detection + else + { + increment_lock_in_counter(); + update_prev(x, y, z); + return false; + } + + // New detection based on overwriting prev positions + if (num_valid > prev_len * 0.3) + { + increment_lock_in_counter(); + update_prev(x, y, z); + return true; + } +} \ No newline at end of file From ebbc65ff2fddcca66de3bd203e2821c44deab84c Mon Sep 17 00:00:00 2001 From: Daniel Date: Fri, 20 Dec 2024 04:06:51 -0500 Subject: [PATCH 2/5] Refactor and document code --- src/prm_launch/launch/video2detector.py | 4 +- .../pnp_solver/include/PNPSolver.hpp | 6 +- .../pnp_solver/include/ValidityFilter.hpp | 5 +- src/prm_vision/pnp_solver/src/PNPSolver.cpp | 73 +++++++------------ .../pnp_solver/src/ValidityFilter.cpp | 45 +++++++++++- 5 files changed, 70 insertions(+), 63 deletions(-) diff --git a/src/prm_launch/launch/video2detector.py b/src/prm_launch/launch/video2detector.py index dde5c9d..6752ee9 100755 --- a/src/prm_launch/launch/video2detector.py +++ b/src/prm_launch/launch/video2detector.py @@ -7,8 +7,8 @@ def generate_launch_description(): webcam_publisher = get_package_share_path('webcam_publisher') - video_path = "/home/tom/Videos/far_back_spin_and_move.avi" # example, can change to your liking - + # video_path = "/home/tom/Videos/far_back_spin_and_move.avi" # example, can change to your liking + video_path = "/home/user-accounts/lee4649/auto-aiming/videos/spinning_in_place.avi" return LaunchDescription([ Node( package='webcam_publisher', diff --git a/src/prm_vision/pnp_solver/include/PNPSolver.hpp b/src/prm_vision/pnp_solver/include/PNPSolver.hpp index 8730e25..c489a72 100644 --- a/src/prm_vision/pnp_solver/include/PNPSolver.hpp +++ b/src/prm_vision/pnp_solver/include/PNPSolver.hpp @@ -34,9 +34,6 @@ #define SMALL_ARMOR_HALF_WIDTH 134.f / 2.f #define LARGE_ARMOR_HALF_WIDTH 225.f / 2.f -// #define float CAMERA_MATRIX[3][3] = {{971.537, 0, 1280.f / 2}, -// {0, 1034.343, 1024.f / 2}, -// {0, 0, 1}}; using namespace std::chrono_literals; @@ -49,9 +46,9 @@ class PNPSolver : public rclcpp::Node private: std::vector small_armor_object_points; std::vector large_armor_object_points; + cv::Mat distortion_coefficient; cv::Mat camera_matrix; float camera_matrix_[3][3]; - cv::Mat distortion_coefficient; cv::Mat rvec; cv::Mat tvec; @@ -65,7 +62,6 @@ class PNPSolver : public rclcpp::Node uint32_t seq_; KalmanFilter kalman_filter_; - ValidityFilter validity_filter_; rclcpp::Time prev_time_; diff --git a/src/prm_vision/pnp_solver/include/ValidityFilter.hpp b/src/prm_vision/pnp_solver/include/ValidityFilter.hpp index 9b0bcc9..4bc0d37 100644 --- a/src/prm_vision/pnp_solver/include/ValidityFilter.hpp +++ b/src/prm_vision/pnp_solver/include/ValidityFilter.hpp @@ -18,13 +18,10 @@ class ValidityFilter { public: ValidityFilter(int lock_in_after, float max_distance, float min_distance, float max_shift_distance, float prev_len); - ValidityFilter(); - ~ValidityFilter(); - bool validation(float, float, float, double); // x, y, z, dt, return if to reset kalman filter - + bool validation(float, float, float, double); int get_lock_in_counter(); ValidityFilterState state = STOPPING; diff --git a/src/prm_vision/pnp_solver/src/PNPSolver.cpp b/src/prm_vision/pnp_solver/src/PNPSolver.cpp index fe36851..01f3291 100644 --- a/src/prm_vision/pnp_solver/src/PNPSolver.cpp +++ b/src/prm_vision/pnp_solver/src/PNPSolver.cpp @@ -14,8 +14,8 @@ PNPSolver::PNPSolver(const rclcpp::NodeOptions &options) : Node("pnp_solver", op small_armor_object_points.emplace_back(cv::Point3f(0, SMALL_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Right large_armor_object_points.emplace_back(cv::Point3f(0, -LARGE_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Left - large_armor_object_points.emplace_back(cv::Point3f(0, -LARGE_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Left - large_armor_object_points.emplace_back(cv::Point3f(0, LARGE_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Righy + large_armor_object_points.emplace_back(cv::Point3f(0, -LARGE_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Left + large_armor_object_points.emplace_back(cv::Point3f(0, LARGE_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Righy large_armor_object_points.emplace_back(cv::Point3f(0, LARGE_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Right camera_matrix_[0][0] = 1019.108731; @@ -28,7 +28,6 @@ PNPSolver::PNPSolver(const rclcpp::NodeOptions &options) : Node("pnp_solver", op camera_matrix_[2][1] = 0; camera_matrix_[2][2] = 1; - kalman_filter_ = KalmanFilter(); validity_filter_ = ValidityFilter(); @@ -72,9 +71,9 @@ PNPSolver::~PNPSolver() /** * @brief Callback function when receiving armor key points from armor detector node - * + * * The callback performs PNP solving, kalman filtering, and determine when to fire. - * + * * @param key_points_msg key point messagge */ void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr key_points_msg) @@ -92,7 +91,7 @@ void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr k image_points.push_back(cv::Point2f(key_points_msg->points[4], key_points_msg->points[5])); image_points.push_back(cv::Point2f(key_points_msg->points[6], key_points_msg->points[7])); - bool result = cv::solvePnP(small_armor_object_points, image_points, camera_matrix, distortion_coefficient, rvec, tvec, false, cv::SOLVEPNP_IPPE); + bool result = cv::solvePnP(small_armor_object_points, image_points, camera_matrix, distortion_coefficient, rvec, tvec, false, cv::SOLVEPNP_IPPE); if (!result) { @@ -113,6 +112,7 @@ void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr k tvec.at(2, 0) = Z; std_msgs::msg::String auto_aim_tracking_status_msg; + vision_msgs::msg::PredictedArmor predicted_armor_msg; bool reset_kalman = validity_filter_.validation(X, Y, Z, dt); if (reset_kalman) @@ -122,6 +122,16 @@ void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr k kalman_filter_.reset(); RCLCPP_INFO(this->get_logger(), "Validity Filter Reset Kalman Filter"); prev_time_ = curr_time_; + + predicted_armor_msg.x_vel = 0; + predicted_armor_msg.y_vel = 0; + predicted_armor_msg.z_vel = 0; + } + else + { + predicted_armor_msg.x_vel = dst_[0]; + predicted_armor_msg.y_vel = dst_[1]; + predicted_armor_msg.z_vel = dst_[2]; } // Stopping motor @@ -164,21 +174,17 @@ void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr k locked_in_frames++; } - - // Publish Predicted Armor if valid and publish - vision_msgs::msg::PredictedArmor predicted_armor_msg; predicted_armor_msg.header = key_points_msg->header; - - // Translation XYZ - // disable kalman for now - double distance = sqrt(X*X + Y*Y + Z*Z); + double distance = sqrt(X * X + Y * Y + Z * Z); predicted_armor_msg.x = X; predicted_armor_msg.y = Y + 50; predicted_armor_msg.z = Z - 60; // 50mm coordinate transform in Z // + (0.1*distance + -127.75); - vec3 P(X/1000, Y/1000, Z/1000), V(0,0, 0), grav(0, 0, 9.81); - double p = 0, y = 0; bool im = 0; - pitch_yaw_gravity_model_movingtarget_const_v(P, V, grav, 0, &p, &y, &im); y = y * (Y > 0 ? -1 : 1); //currently a bug where yaw is never negative, so we just multiply by the sign of "y" of the target + vec3 P(X / 1000, Y / 1000, Z / 1000), V(0, 0, 0), grav(0, 0, 9.81); + double p = 0, y = 0; + bool im = 0; + pitch_yaw_gravity_model_movingtarget_const_v(P, V, grav, 0, &p, &y, &im); + y = y * (Y > 0 ? -1 : 1); // currently a bug where yaw is never negative, so we just multiply by the sign of "y" of the target double yaw = -atan(Y / X) * 180 / PI; double pitch = atan(Z / X) * 180 / PI; @@ -191,78 +197,50 @@ void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr k predicted_armor_msg.rvec_x = rvec.at(0, 0); predicted_armor_msg.rvec_y = rvec.at(1, 0); predicted_armor_msg.rvec_z = rvec.at(2, 0); - - if (reset_kalman) - { - predicted_armor_msg.x_vel = 0; - predicted_armor_msg.y_vel = 0; - predicted_armor_msg.z_vel = 0; - } - else - { - predicted_armor_msg.x_vel = dst_[0]; - predicted_armor_msg.y_vel = dst_[1]; - predicted_armor_msg.z_vel = dst_[2]; - } predicted_armor_publisher->publish(predicted_armor_msg); - // Publish TF raw results if (publish_tf_) { + // Publish TF raw results geometry_msgs::msg::TransformStamped detected_armor_tf; - detected_armor_tf.header.stamp = key_points_msg->header.stamp; detected_armor_tf.header.frame_id = "camera_link"; detected_armor_tf.child_frame_id = "detected_armor"; detected_armor_tf.transform.translation.x = X / 1000; detected_armor_tf.transform.translation.y = Y / 1000; detected_armor_tf.transform.translation.z = Z / 1000; - detected_armor_tf.transform.rotation.x = 1; detected_armor_tf.transform.rotation.y = 0; detected_armor_tf.transform.rotation.z = 0; detected_armor_tf.transform.rotation.w = 0; - tf_broadcaster->sendTransform(detected_armor_tf); - } - // Publish TF filtered results - if (publish_tf_) - { + // Publish TF filtered results geometry_msgs::msg::TransformStamped filtered_armor_tf; - filtered_armor_tf.header.stamp = key_points_msg->header.stamp; filtered_armor_tf.header.frame_id = "camera_link"; filtered_armor_tf.child_frame_id = "filtered_armor"; filtered_armor_tf.transform.translation.x = dst_[0] / 1000; filtered_armor_tf.transform.translation.y = dst_[1] / 1000; filtered_armor_tf.transform.translation.z = dst_[2] / 1000; - filtered_armor_tf.transform.rotation.x = 1; filtered_armor_tf.transform.rotation.y = 0; filtered_armor_tf.transform.rotation.z = 0; filtered_armor_tf.transform.rotation.w = 0; - tf_broadcaster->sendTransform(filtered_armor_tf); - } - // Publish TF predictedion after 0.3s - if (publish_tf_) - { + // Publish TF predictedion after 0.3s geometry_msgs::msg::TransformStamped predicted_armor_tf; - predicted_armor_tf.header.stamp = key_points_msg->header.stamp; predicted_armor_tf.header.frame_id = "camera_link"; predicted_armor_tf.child_frame_id = "predicted_armor"; predicted_armor_tf.transform.translation.x = (dst_[0] + dst_[3] * 0.5) / 1000; predicted_armor_tf.transform.translation.y = (dst_[1] + dst_[4] * 0.5) / 1000; predicted_armor_tf.transform.translation.z = (dst_[2] + dst_[5] * 0.5) / 1000; - predicted_armor_tf.transform.rotation.x = 1; predicted_armor_tf.transform.rotation.y = 0; predicted_armor_tf.transform.rotation.z = 0; predicted_armor_tf.transform.rotation.w = 0; - tf_broadcaster->sendTransform(predicted_armor_tf); } @@ -286,7 +264,6 @@ void PNPSolver::check_last_firing_time() locked_in_frames = 0; publishZeroPredictedArmor(std_msgs::msg::Header()); } - } void PNPSolver::publishZeroPredictedArmor(std_msgs::msg::Header header) diff --git a/src/prm_vision/pnp_solver/src/ValidityFilter.cpp b/src/prm_vision/pnp_solver/src/ValidityFilter.cpp index 0941ec6..d43e526 100644 --- a/src/prm_vision/pnp_solver/src/ValidityFilter.cpp +++ b/src/prm_vision/pnp_solver/src/ValidityFilter.cpp @@ -17,11 +17,23 @@ ValidityFilter::~ValidityFilter() { } +/** + * @brief Get the lock in counter + * + * @returns number of valid detections + */ int ValidityFilter::get_lock_in_counter() { return lock_in_counter; } +/** + * @brief Updates the coordinates of previous detections + * + * @param x x coordinate + * @param y y coordinate + * @param z z coordinate + */ void ValidityFilter::update_prev(float x, float y, float z) { this->prev_coordinates[prev_idx][0] = x; @@ -30,12 +42,30 @@ void ValidityFilter::update_prev(float x, float y, float z) prev_idx = (prev_idx + 1) % prev_len; } +/** + * @brief Check if the distance of the detection is valid + * + * @param x x coordinate + * @param y y coordinate + * @param z z coordinate + */ bool ValidityFilter::distance_validity(float x, float y, float z) { float dst = std::sqrt(x * x + y * y + z * z); return dst <= max_distance && dst >= min_distance; } +/** + * @brief Check if the position of the detection is valid + * + * The function compare previous detections with the current detection, + * and count the previous detections that is significantly far from + * the current detection. + * + * @param x x coordinate + * @param y y coordinate + * @param z z coordinate + */ int ValidityFilter::position_validity(float x, float y, float z) { int num_valid = 0; @@ -85,7 +115,16 @@ void ValidityFilter::reset_lock_in_counter() state = STOPPING; } - +/** + * @brief Check if whether to reset the kalman filter + * + * @param x x coordinate + * @param y y coordinate + * @param z z coordinate + * @param dt delta time + * + * @returns whether to reset the kalman filter + */ bool ValidityFilter::validation(float x, float y, float z, double dt) { @@ -95,8 +134,6 @@ bool ValidityFilter::validation(float x, float y, float z, double dt) decrement_lock_in_counter(); return state == STOPPING; } - // printf("Time\n"); - // printf("%f, %f\n", dt, max_dt); // New detection based on time if (dt > max_dt) @@ -116,7 +153,7 @@ bool ValidityFilter::validation(float x, float y, float z, double dt) update_prev(x, y, z); return state == STOPPING; } - + // Valid detection else { From a1ea25cd26687811d4c000e45d68484f5296379b Mon Sep 17 00:00:00 2001 From: Daniel Date: Sat, 21 Dec 2024 03:19:48 -0500 Subject: [PATCH 3/5] Added control communicator --- .../control_communicator/CMakeLists.txt | 62 +++ .../include/ControlCommunicatorNode.hpp | 101 +++++ .../control_communicator/include/messages.hpp | 62 +++ .../include/projectile_angle_convel.hpp | 187 +++++++++ .../include/time_debug.hpp | 9 + .../control_communicator/include/utils.hpp | 10 + .../control_communicator/package.xml | 23 ++ .../src/ControlCommunicatorNode.cpp | 381 ++++++++++++++++++ .../control_communicator/src/utils.cpp | 51 +++ src/prm_launch/launch/video2detector.py | 4 + 10 files changed, 890 insertions(+) create mode 100644 src/prm_control/control_communicator/CMakeLists.txt create mode 100644 src/prm_control/control_communicator/include/ControlCommunicatorNode.hpp create mode 100644 src/prm_control/control_communicator/include/messages.hpp create mode 100644 src/prm_control/control_communicator/include/projectile_angle_convel.hpp create mode 100644 src/prm_control/control_communicator/include/time_debug.hpp create mode 100644 src/prm_control/control_communicator/include/utils.hpp create mode 100644 src/prm_control/control_communicator/package.xml create mode 100644 src/prm_control/control_communicator/src/ControlCommunicatorNode.cpp create mode 100644 src/prm_control/control_communicator/src/utils.cpp diff --git a/src/prm_control/control_communicator/CMakeLists.txt b/src/prm_control/control_communicator/CMakeLists.txt new file mode 100644 index 0000000..c2a1057 --- /dev/null +++ b/src/prm_control/control_communicator/CMakeLists.txt @@ -0,0 +1,62 @@ +cmake_minimum_required(VERSION 3.5) +project(control_communicator) + +# Default to C99 +if(NOT CMAKE_C_STANDARD) + set(CMAKE_C_STANDARD 99) +endif() + +# Default to C++14 +if(NOT CMAKE_CXX_STANDARD) + set(CMAKE_CXX_STANDARD 14) +endif() + +if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang") + add_compile_options(-Wall -Wextra -Wpedantic) +endif() + +# find dependencies +find_package(ament_cmake REQUIRED) +find_package(rclcpp REQUIRED) +find_package(std_msgs REQUIRED) +find_package(geometry_msgs REQUIRED) +find_package(vision_msgs REQUIRED) +find_package(tf2 REQUIRED) +find_package(tf2_ros REQUIRED) +find_package(Eigen3 REQUIRED) +find_package(nav_msgs REQUIRED) + + +include_directories(/usr/include) +include_directories(include) + +add_executable(ControlCommunicatorNode + src/ControlCommunicatorNode.cpp + src/utils.cpp +) + + +ament_target_dependencies(ControlCommunicatorNode + rclcpp + std_msgs + geometry_msgs + vision_msgs + tf2_ros + tf2 + nav_msgs +) + +target_link_libraries(ControlCommunicatorNode Eigen3::Eigen) + +install(TARGETS + ControlCommunicatorNode + DESTINATION lib/${PROJECT_NAME} +) + + +if(BUILD_TESTING) + find_package(ament_lint_auto REQUIRED) + ament_lint_auto_find_test_dependencies() +endif() + +ament_package() diff --git a/src/prm_control/control_communicator/include/ControlCommunicatorNode.hpp b/src/prm_control/control_communicator/include/ControlCommunicatorNode.hpp new file mode 100644 index 0000000..bd00373 --- /dev/null +++ b/src/prm_control/control_communicator/include/ControlCommunicatorNode.hpp @@ -0,0 +1,101 @@ + +#ifndef _CONTROL_COMMUNICATOR_NODE_H +#define _CONTROL_COMMUNICATOR_NODE_H + +#define PI 3.141592653589793238462643383 + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include // Error integer and strerror() function + +#include "rclcpp/rclcpp.hpp" +#include "rclcpp/logger.hpp" +#include "std_msgs/msg/string.hpp" +#include "std_msgs/msg/bool.hpp" +#include "std_msgs/msg/float64.hpp" +#include "geometry_msgs/msg/pose.hpp" +#include "geometry_msgs/msg/transform_stamped.hpp" +#include + +#include "geometry_msgs/msg/transform_stamped.hpp" +#include "tf2_ros/static_transform_broadcaster.h" +#include "tf2_ros/transform_broadcaster.h" +#include "tf2/LinearMath/Quaternion.h" +#include "tf2/LinearMath/Matrix3x3.h" +#include "tf2_ros/transform_listener.h" +#include "tf2_ros/buffer.h" + +#include "projectile_angle_convel.hpp" + +#include "vision_msgs/msg/yaw_pitch.hpp" +#include "vision_msgs/msg/predicted_armor.hpp" +#include "nav_msgs/msg/odometry.hpp" +#include "messages.hpp" + +#include "utils.hpp" +#include "time_debug.hpp" + +class ControlCommunicatorNode : public rclcpp::Node +{ +public: + ControlCommunicatorNode(const char *port); + ~ControlCommunicatorNode(); + +private: + float yaw_vel = 0; // rad/s (+ccw, -cw) + float pitch_vel = 0; // rad/s + float pitch = 0; // rad (+up, -down)? + bool is_red = 0; + bool is_match_running = 0; + bool valid_read = false; + + uint32_t recive_frame_id = 0; + uint32_t auto_aim_frame_id = 0; + uint32_t nav_frame_id = 0; + uint32_t heart_beat_frame_id = 0; + + const char *port; + int port_fd = -1; + bool is_connected = false; + + int aim_stop_null_frame_count; + int aim_null_frame_count = 0; + + float aim_bullet_speed; // mm/s + + int8_t curr_pois = 0; + bool right = true; + + std::unique_ptr tf_broadcaster; + std::shared_ptr tf_static_broadcaster; + std::unique_ptr tf_buffer; + std::shared_ptr tf_listener; + + rclcpp::Subscription::SharedPtr auto_aim_subscriber; + rclcpp::Subscription::SharedPtr nav_subscriber; + + rclcpp::Publisher::SharedPtr odometry_publisher; + std::shared_ptr> target_robot_color_publisher = NULL; + std::shared_ptr> match_status_publisher = NULL; + + rclcpp::TimerBase::SharedPtr uart_read_timer; + rclcpp::TimerBase::SharedPtr heart_beat_timer; + + void start_uart(const char *port); + void publish_static_tf(float, float, float, float, float, float, const char *, const char *); + void auto_aim_handler(const std::shared_ptr msg); + void nav_handler(const std::shared_ptr msg); + void heart_beat_handler(); + bool read_alignment(); + void read_uart(); +}; + +#endif // CONTROL_COMMUNICATOR_NODE_H diff --git a/src/prm_control/control_communicator/include/messages.hpp b/src/prm_control/control_communicator/include/messages.hpp new file mode 100644 index 0000000..99b86fe --- /dev/null +++ b/src/prm_control/control_communicator/include/messages.hpp @@ -0,0 +1,62 @@ +#ifndef _MESSAGES_H +#define _MESSAGES_H + +#include + +#define FRAME_TYPE_AUTO_AIM 0 +#define FRAME_TYPE_NAV 1 +#define FRAME_TYPE_HEART_BEAT 2 +#define FRAME_TYPE_OTHER 3 + +typedef struct _AutoAimPackage +{ + float yaw; // yaw (deg) + float pitch; // pitch (deg) + bool fire; // 0 = no fire, 1 = fire +} AutoAimPackage; + +typedef struct _NavPackage +{ + float x_vel; // m/s + float y_vel; // m/s + float yaw_rad; // rad/s + uint8_t state; // 0 = stationary, 1 = moving, 2 = spin +} NavPackage; + +typedef struct _HeartBeatPackage +{ + uint8_t _a; + uint8_t _b; + uint8_t _c; + uint8_t _d; +} HeartBeatPackage; + +typedef struct _PackageOut +{ + uint8_t frame_id; + uint8_t frame_type; + union + { + AutoAimPackage autoAimPackage; + NavPackage navPackage; + HeartBeatPackage heartBeatPackage; + }; +} PackageOut; + +typedef struct __attribute__((__packed__)) _PackageIn +{ + uint8_t head; + uint8_t ref_flags; + float pitch; // rad + float pitch_vel; // rad/s + float yaw_vel; // rad/s (ccw: +, cw: -) + + float x; // m + float y; // m + float orientation; // rad (ccw: +, cw: -) + + float x_vel; // m/s + float y_vel; // m/s +} __attribute__((packed)) PackageIn; + +#endif // _MESSAGES_H diff --git a/src/prm_control/control_communicator/include/projectile_angle_convel.hpp b/src/prm_control/control_communicator/include/projectile_angle_convel.hpp new file mode 100644 index 0000000..fb8133c --- /dev/null +++ b/src/prm_control/control_communicator/include/projectile_angle_convel.hpp @@ -0,0 +1,187 @@ + +#include +#include +#include +#include + +#define MUZZLE_VELOCITY 30.00 +#define SHOT_IMPOSSIBLE -100 +#define RAD_2_DEG 180/PI + +#define OoM -10 + +/** + * @author sidneycadot + * @source: https://github.com/sidneycadot/quartic + * @brief Below three are helper functions from the above source to solve the quartic arising from the motion + * intersection equations + */ + +static std::complex complex_sqrt(const std::complex & z) +{ + return pow(z, 1. / 2.); +} + +static std::complex complex_cbrt(const std::complex & z) +{ + return pow(z, 1. / 3.); +} + +void solve_quartic(const std::complex coefficients[5], std::complex roots[4]) +{ + // The algorithm below was derived by solving the quartic in Mathematica, and simplifying the resulting expression by hand. + + const std::complex a = coefficients[0]; + const std::complex b = coefficients[1] / a; + const std::complex c = coefficients[2] / a; + const std::complex d = coefficients[3] / a; + const std::complex e = coefficients[4] / a; + + const std::complex Q1 = c * c - 3. * b * d + 12. * e; + const std::complex Q2 = 2. * c * c * c - 9. * b * c * d + 27. * d * d + 27. * b * b * e - 72. * c * e; + const std::complex Q3 = 8. * b * c - 16. * d - 2. * b * b * b; + const std::complex Q4 = 3. * b * b - 8. * c; + + const std::complex Q5 = complex_cbrt(Q2 / 2. + complex_sqrt(Q2 * Q2 / 4. - Q1 * Q1 * Q1)); + const std::complex Q6 = (Q1 / Q5 + Q5) / 3.; + const std::complex Q7 = 2. * complex_sqrt(Q4 / 12. + Q6); + + roots[0] = (-b - Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[1] = (-b - Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[2] = (-b + Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; + roots[3] = (-b + Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; +} + + + +/** + * @brief Solves for the pitch yaw angles using gravity model + * Includes vector helper functions + * + */ + +struct vec3{ + double x = 0, y = 0, z = 0; + std::string id = "N/A"; + + vec3(){x=0;y=0;z=0;} + + vec3(double a, double b, double c) + { + x = a; + y = b; + z = c; + } + + vec3 operator + (vec3 const &a) + { + vec3 b; + b.x = x + a.x; + b.y = y + a.y; + b.z = z + a.z; + return b; + } + + vec3 operator - (vec3 const &a) + { + vec3 b; + b.x = x - a.x; + b.y = y - a.y; + b.z = z - a.z; + return b; + + } + + double operator * (vec3 const &a) + { + double b = x * a.x + y * a.y + z * a.z; + return b; + } + + vec3 operator * (double c) + { + vec3 b; + b.x = c * x; + b.y = c * y; + b.z = c * z; + return b; + } + + vec3 operator / (double c) + { + vec3 b; + b.x = x / c; + b.y = y / c; + b.z = z / c; + return b; + } + + double norm() + { + return sqrt(x*x + y*y + z*z); + } + + void print() + { + std::cout << id << ": (" << x << ", " << y << ", " << z << ")' \n"; + } +}; + +bool compare_complex(std::complex a, std::complex b) +{ + return a != b ? a.real() < b.real() : a.imag() < b.imag(); +} + +double smallest_positive_real_soln(std::complex roots[4]) +{ + double soln = SHOT_IMPOSSIBLE; + + for(int i = 0; i < 4; i++) + { + double imag_order = log10(abs(roots[i].imag())); + if((imag_order < OoM || std::isnan(imag_order)) && roots[i].real() > 0) + { + soln = roots[i].real(); + break; + } + } + + return soln; +} + +void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double* pitch, double* yaw, bool* impossible) +{ + vec3 P_d, aim_vector, aim_uv; + std::complex coeffs[5] = {}, roots[4] = {}; + double t_sol = 0; + + P_d = Pos + Vel * time_delay; + + coeffs[0] = (G * G) * 0.25; + coeffs[1] = Vel * G; + coeffs[2] = P_d * G + Vel * Vel - pow(MUZZLE_VELOCITY, 2); + coeffs[3] = (P_d * Vel) * 2; + coeffs[4] = P_d * P_d; + + solve_quartic(coeffs, roots); + std::sort(roots, roots+4, compare_complex); + t_sol = smallest_positive_real_soln(roots); + + if (t_sol == SHOT_IMPOSSIBLE) + { + *impossible = true; + } + else + { + *impossible = false; + } + + aim_vector = P_d + Vel * t_sol + (G * pow(t_sol, 2)) * 0.5; + aim_uv = aim_vector / aim_vector.norm(); + + *pitch = asin(aim_uv.z); + *yaw = acos(aim_uv.x / cos(*pitch)); + + *pitch = *pitch * RAD_2_DEG; + *yaw = *yaw * RAD_2_DEG; +} diff --git a/src/prm_control/control_communicator/include/time_debug.hpp b/src/prm_control/control_communicator/include/time_debug.hpp new file mode 100644 index 0000000..60a001b --- /dev/null +++ b/src/prm_control/control_communicator/include/time_debug.hpp @@ -0,0 +1,9 @@ +#ifndef _TIME_DEBUG_H +#define _TIME_DEBUG_H + +#define START_TIME auto start = std::chrono::steady_clock::now(); +#define END_TIME auto end = std::chrono::steady_clock::now(); +#define ROS_LOG_DURATION RCLCPP_INFO(this->get_logger(), "duration: %dns", std::chrono::duration_cast(end - start).count()); +#define PRINT_DURATION std::cout << "duration: " << std::chrono::duration_cast(end - start).count() << "ns" << std::endl; + +#endif // _TIME_DEBUG_H \ No newline at end of file diff --git a/src/prm_control/control_communicator/include/utils.hpp b/src/prm_control/control_communicator/include/utils.hpp new file mode 100644 index 0000000..27f6b4f --- /dev/null +++ b/src/prm_control/control_communicator/include/utils.hpp @@ -0,0 +1,10 @@ +#include +#include +#include + +#define G -9.80665 / 1000 // (mm/ms^2) + +uint8_t crc8(uint8_t *data, size_t len); +int8_t float2int8(double f); +float quadratic(float a, float b, float c); +int gravity_pitch_offset(float v0, int min_p, int max_p, float x, float dz, float xv); \ No newline at end of file diff --git a/src/prm_control/control_communicator/package.xml b/src/prm_control/control_communicator/package.xml new file mode 100644 index 0000000..b1a69bd --- /dev/null +++ b/src/prm_control/control_communicator/package.xml @@ -0,0 +1,23 @@ + + + + control_communicator + 0.0.0 + A package communicator to comunnicate with the STM32 board + Tom O'Donnell + Apache-2.0 + + ament_cmake + std_msgs + vision_msgs + geometry_msgs + nav_msgs + tf2 + + ament_lint_auto + ament_lint_common + + + ament_cmake + + diff --git a/src/prm_control/control_communicator/src/ControlCommunicatorNode.cpp b/src/prm_control/control_communicator/src/ControlCommunicatorNode.cpp new file mode 100644 index 0000000..aa22b51 --- /dev/null +++ b/src/prm_control/control_communicator/src/ControlCommunicatorNode.cpp @@ -0,0 +1,381 @@ +#include "ControlCommunicatorNode.hpp" + +using namespace std::chrono_literals; +using namespace std::placeholders; + +ControlCommunicatorNode::ControlCommunicatorNode(const char *port) : Node("control_communicator_node") +{ + + aim_stop_null_frame_count = this->declare_parameter("aim.stop_null_frame_count", 3); + aim_bullet_speed = this->declare_parameter("aim.bullet_speed", 16.0f); + + this->port = port; + this->start_uart(port); + + if (this->read_alignment()) + { + RCLCPP_INFO(this->get_logger(), "Inital Read alignment success."); + } + else + { + RCLCPP_WARN(this->get_logger(), "Inital Read alignment failed."); + } + + RCLCPP_INFO(this->get_logger(), "should have printed."); + + this->tf_broadcaster = std::make_unique(*this); + this->tf_static_broadcaster = std::make_shared(this); + this->tf_buffer = std::make_unique(this->get_clock()); + this->tf_listener = std::make_shared(*tf_buffer); + this->heart_beat_timer = this->create_wall_timer(1000ms, std::bind(&ControlCommunicatorNode::heart_beat_handler, this)); + + this->auto_aim_subscriber = this->create_subscription( + "predicted_armor", + 1, + std::bind(&ControlCommunicatorNode::auto_aim_handler, this, _1) + ); + + // should not be twiststamped + this->nav_subscriber = this->create_subscription( + "cmd_vel", + 1, + std::bind(&ControlCommunicatorNode::nav_handler, this, _1) + ); + + this->odometry_publisher = this->create_publisher("odom", 1); + this->target_robot_color_publisher = this->create_publisher("color_set", rclcpp::QoS(rclcpp::KeepLast(1)).reliable()); + this->match_status_publisher = this->create_publisher("match_start", rclcpp::QoS(rclcpp::KeepLast(1)).reliable()); + this->uart_read_timer = this->create_wall_timer(4ms, std::bind(&ControlCommunicatorNode::read_uart, this)); + + publish_static_tf(158.7f / 1000.f, 0.f / 1000.f, 47.5 / 1000.f, 0, 0, 0, "pitch_link", "camera_link"); + publish_static_tf(0, 0, 478.f / 1000.f, 0, 0, 0, "base_link", "yaw_link"); + publish_static_tf(0, 0, 0, 0, 0, 0, "base_footprint", "base_link"); + publish_static_tf(0, 0, 0.3, 0, 0, 0, "base_link", "laser"); + + RCLCPP_INFO(this->get_logger(), "Control Communicator Node Started."); +} + +ControlCommunicatorNode::~ControlCommunicatorNode() +{ + close(this->port_fd); +} + +void ControlCommunicatorNode::publish_static_tf(float x, float y, float z, float roll, float pitch, float yaw, const char *frame_id, const char *child_frame_id) +{ + geometry_msgs::msg::TransformStamped t; + + t.header.stamp = this->get_clock()->now(); + t.header.frame_id = frame_id; + t.child_frame_id = child_frame_id; + + t.transform.translation.x = x; + t.transform.translation.y = y; + t.transform.translation.z = z; + + tf2::Quaternion q; + q.setRPY(roll, pitch, yaw); + t.transform.rotation.x = q.x(); + t.transform.rotation.y = q.y(); + t.transform.rotation.z = q.z(); + t.transform.rotation.w = q.w(); + + tf_static_broadcaster->sendTransform(t); +} + +void ControlCommunicatorNode::start_uart(const char *port) +{ + this->is_connected = false; + this->port_fd = open(port, O_RDWR); + + // Check for errors + if (this->port_fd < 0) + { + RCLCPP_ERROR(this->get_logger(), "Failed to open: %s, %s", port, strerror(errno)); + return; + } + + struct termios tty; + + // Set UART TTY to 8n1 + tty.c_cflag &= ~PARENB; + tty.c_cflag &= ~CSTOPB; + tty.c_cflag &= ~CSIZE; + tty.c_cflag |= CS8; + + tty.c_cflag &= ~CRTSCTS; // No RTS/CTS flow control + tty.c_cflag |= CREAD | CLOCAL; // Turn on READ & ignore ctrl lines + tty.c_lflag &= ~ICANON; // Disable canonical mode + + // Disable echo, erasure and newline echo + tty.c_lflag &= ~ECHO; + tty.c_lflag &= ~ECHOE; + tty.c_lflag &= ~ECHONL; + + // Disable interpretation of INTR, QUIT and SUSP + tty.c_lflag &= ~ISIG; + + // Disable special handling, interpretation, S/W flow control, \n conv. + tty.c_iflag &= ~(IXON | IXOFF | IXANY); + tty.c_iflag &= ~(IGNBRK | BRKINT | PARMRK | ISTRIP | INLCR | IGNCR | ICRNL); + tty.c_oflag &= ~OPOST; + tty.c_oflag &= ~ONLCR; + + tty.c_cc[VTIME] = 10; // Wait for up to 1s (10 deciseconds) + tty.c_cc[VMIN] = sizeof(PackageIn); // Block for sizeof(PackageOut) bits + + // Set the baud rate + cfsetispeed(&tty, B1152000); + + // Save tty settings, also checking for error + if (tcsetattr(this->port_fd, TCSANOW, &tty) != 0) + { + RCLCPP_ERROR(this->get_logger(), "Error %i from tcsetattr: %s", errno, strerror(errno)); + return; + } + this->is_connected = true; + RCLCPP_INFO(this->get_logger(), "UART Connected"); + + return; +} + +void ControlCommunicatorNode::auto_aim_handler(const std::shared_ptr msg) +{ + if (!is_connected || this->port_fd < 0) + { + RCLCPP_WARN(this->get_logger(), "UART Not connected, ignoring aim message %d.", this->auto_aim_frame_id++); + return; + } + rclcpp::Time curr_time(msg->header.stamp.sec, msg->header.stamp.nanosec, RCL_ROS_TIME); + + // yaw/pitch and XYZ + vec3 P(msg->x / 1000, msg->y / 1000, msg->z / 1000), V(0, 0, 0), grav(0, 0, 9.81); + double p = 0, y = 0; + bool im = 0; + + float yaw = 0; + float pitch = 0; + + if (msg->x != 0 && msg->z != 0) + { + float pred_x = msg->x; + float pred_y = msg->y; + float pred_z = msg->z; + yaw = -atan(pred_y / pred_x) * 180 / PI; + pitch = atan(pred_z / pred_x) * 180 / PI; + + pitch_yaw_gravity_model_movingtarget_const_v(P, V, grav, 0, &p, &y, &im); + y = y * (msg->y > 0 ? -1 : 1); // currently a bug where yaw is never negative, so we just multiply by the sign of "y" of the target + } + + PackageOut package; + this->auto_aim_frame_id++; + package.frame_id = 0xAA; + package.frame_type = FRAME_TYPE_AUTO_AIM; + package.autoAimPackage.yaw = y; + package.autoAimPackage.pitch = p; + // for safety this is commented out unless on sentry package.autoAimPackage.fire = msg->fire; + write(this->port_fd, &package, sizeof(PackageOut)); + fsync(this->port_fd); + if (this->auto_aim_frame_id % 1000 == 0) + { + RCLCPP_INFO(this->get_logger(), "Yaw, Pitch: %.3f, %.3f, FIRE=%.3f", yaw, pitch, msg->fire); + } + RCLCPP_INFO_ONCE(this->get_logger(), "First auto aim pkg sent."); +} + +void ControlCommunicatorNode::nav_handler(const std::shared_ptr msg) +{ + if (!is_connected || this->port_fd < 0) + { + RCLCPP_WARN(this->get_logger(), "UART Not connected, ignoring nav message %d.", this->nav_frame_id++); + return; + } + + PackageOut package; + + package.frame_id = 0xAA; + package.frame_type = FRAME_TYPE_NAV; + package.navPackage.x_vel = msg->linear.x; + package.navPackage.y_vel = msg->linear.y; + package.navPackage.yaw_rad = msg->angular.z; + package.navPackage.state = 1; + write(this->port_fd, &package, sizeof(PackageOut)); + fsync(this->port_fd); + + RCLCPP_INFO(this->get_logger(), "x_vel = %f, y_vel = %f, yaw = %f", package.navPackage.x_vel, package.navPackage.y_vel, package.navPackage.yaw_rad); +} + +void ControlCommunicatorNode::heart_beat_handler() +{ + if (!this->is_connected || this->port_fd < -1) + { + RCLCPP_WARN(this->get_logger(), "UART Not connected, trying to reconnect."); + this->start_uart(this->port); + } + + PackageOut package; + this->heart_beat_frame_id++; + package.frame_id = 0xAA; + package.frame_type = FRAME_TYPE_HEART_BEAT; + package.heartBeatPackage._a = 0xAA; + package.heartBeatPackage._b = 0xAA; + package.heartBeatPackage._c = 0xAA; + package.heartBeatPackage._d = 0xAA; + int success = write(this->port_fd, &package, sizeof(PackageOut)); + fsync(this->port_fd); + if (success == -1) + { + this->is_connected = false; + RCLCPP_ERROR(this->get_logger(), "Erro r %i from write: %s", errno, strerror(errno)); + start_uart(this->port); + } + if (this->heart_beat_frame_id % 10 == 0) + { + RCLCPP_INFO(this->get_logger(), "Heart Beat %d", this->heart_beat_frame_id); + } +} + +bool ControlCommunicatorNode::read_alignment() +{ + RCLCPP_INFO(this->get_logger(), "Attemp to alignment."); + uint8_t i = 0; + uint8_t buffer[32]; + do + { + int success = read(this->port_fd, &(buffer[0]), sizeof(buffer[0])); + if (success) i++; + } while (buffer[0] != 0xAA || i > sizeof(PackageIn) * 2); + read(this->port_fd, &buffer, sizeof(PackageIn) - 1); + + return i <= sizeof(PackageIn) * 2; +} + +void ControlCommunicatorNode::read_uart() +{ + PackageIn package; + int success = read(this->port_fd, &package, sizeof(PackageIn)); + + rclcpp::Time curr_time = this->now(); + if (success == -1) + { + RCLCPP_ERROR(this->get_logger(), "Error %i from read: %s", errno, strerror(errno)); + return; + } + + // Package validation + if (package.head != 0xAA) + { + RCLCPP_WARN(this->get_logger(), "Packet miss aligned."); + if (this->read_alignment()) + { + RCLCPP_INFO(this->get_logger(), "Read alignment success."); + } + else + { + RCLCPP_WARN(this->get_logger(), "Read alignment failed."); + } + return; + } + + // Handle TF + this->pitch_vel = package.pitch_vel; // rad/s + this->pitch = package.pitch; // rad + this->yaw_vel = package.yaw_vel; // rad/s + this->is_red = package.ref_flags & 2; // second lowest denotes if enemy is red + this->is_match_running = package.ref_flags & 1; // LSB denotes if match is started + this->valid_read = true; + + // publishing color and match status + std_msgs::msg::String target_robot_color; + target_robot_color.data = this->is_red ? "red" : "blue"; + // target_robot_color_publisher->publish(target_robot_color); + std_msgs::msg::Bool match_status; + match_status.data = this->is_match_running; + // match_status_publisher->publish(match_status); + + geometry_msgs::msg::TransformStamped pitch_tf; + pitch_tf.header.stamp = curr_time; + pitch_tf.header.frame_id = "yaw_link"; + pitch_tf.child_frame_id = "pitch_link"; + pitch_tf.transform.translation.x = 0; + pitch_tf.transform.translation.y = 0; + pitch_tf.transform.translation.z = 0; + + tf2::Quaternion pitch_q; + pitch_q.setRPY(0, this->pitch, 0); + pitch_tf.transform.rotation.x = pitch_q.x(); + pitch_tf.transform.rotation.y = pitch_q.y(); + pitch_tf.transform.rotation.z = pitch_q.z(); + pitch_tf.transform.rotation.w = pitch_q.w(); + + tf_broadcaster->sendTransform(pitch_tf); + + // Handle Odom + geometry_msgs::msg::TransformStamped odom_tf; + nav_msgs::msg::Odometry odom; + + odom_tf.header.stamp = curr_time; + odom_tf.header.frame_id = "odom"; + odom_tf.child_frame_id = "base_footprint"; + odom_tf.transform.translation.x = package.x; + odom_tf.transform.translation.y = package.y; + odom_tf.transform.translation.z = 0; + + odom.header.stamp = curr_time; + odom.header.frame_id = "odom"; + odom.child_frame_id = "base_footprint"; + odom.pose.pose.position.x = package.x; + odom.pose.pose.position.y = package.y; + odom.pose.pose.position.z = 0; + + tf2::Quaternion odom_q; + odom_q.setRPY(0, 0, package.orientation); + + odom_tf.transform.rotation.x = odom_q.x(); + odom_tf.transform.rotation.y = odom_q.y(); + odom_tf.transform.rotation.z = odom_q.z(); + odom_tf.transform.rotation.w = odom_q.w(); + + odom.pose.pose.orientation.x = odom_q.x(); + odom.pose.pose.orientation.y = odom_q.y(); + odom.pose.pose.orientation.z = odom_q.z(); + odom.pose.pose.orientation.w = odom_q.w(); + + odom.pose.covariance[0] = 0.01; + odom.pose.covariance[7] = 0.01; + odom.pose.covariance[14] = 1e13; + odom.pose.covariance[21] = 1e13; + odom.pose.covariance[28] = 1e13; + odom.pose.covariance[35] = 0.01; + + odom.twist.twist.linear.x = package.x_vel; + odom.twist.twist.linear.y = package.y_vel; + odom.twist.twist.linear.z = 0; + odom.twist.twist.angular.x = 0; + odom.twist.twist.angular.y = 0; + odom.twist.twist.angular.z = this->yaw_vel; + + odom.twist.covariance[0] = 0.01; + odom.twist.covariance[7] = 0.01; + odom.twist.covariance[14] = 1e13; + odom.twist.covariance[21] = 1e13; + odom.twist.covariance[28] = 1e13; + odom.twist.covariance[35] = 0.01; + + tf_broadcaster->sendTransform(odom_tf); + this->odometry_publisher->publish(odom); + recive_frame_id++; + + return; +} + +int main(int argc, char **argv) +{ + rclcpp::init(argc, argv); + auto node = std::make_shared("/dev/ttyTHS0"); + + rclcpp::spin(node); + rclcpp::shutdown(); + + return 0; +} diff --git a/src/prm_control/control_communicator/src/utils.cpp b/src/prm_control/control_communicator/src/utils.cpp new file mode 100644 index 0000000..30ba261 --- /dev/null +++ b/src/prm_control/control_communicator/src/utils.cpp @@ -0,0 +1,51 @@ +#include "utils.hpp" + +uint8_t crc8(uint8_t *data, size_t len) +{ + uint8_t crc = 0xff; + size_t i, j; + for (i = 0; i < len; i++) + { + crc ^= data[i]; + for (j = 0; j < 8; j++) + { + if ((crc & 0x80) != 0) + crc = (uint8_t)((crc << 1) ^ 0x31); + else + crc <<= 1; + } + } + return crc; +} + +int8_t float2int8(double f) +{ + return (int8_t)(std::fmax(std::fmin(127, f), -127)); +} + +float quadratic(float a, float b, float c) +{ + // negative side only + return (-b - sqrt(pow(b, 2) - 4 * a * c)) / (2 * a); +} + +int gravity_pitch_offset(float v0, int min_p, int max_p, float x, float dz, float xv) +{ + double prev_dst = 10000000000; + int p; + for (p = min_p; p <= max_p; p++) + { + double v0x = v0 * cos(p * M_PI / 180); // Initial X vel + double v0y = v0 * sin(p * M_PI / 180); // Initial Z vel + double t = quadratic(G / 2.f, v0y, dz); // Time to target z position + double xt = x + xv * t; // Target position when bullet is at same z hight + double dst = abs(xt - t * v0x); // Difference between bullet x position and target x position + if (dst > prev_dst) + { + p--; + break; + } + prev_dst = dst; + } + return p; +} \ No newline at end of file diff --git a/src/prm_launch/launch/video2detector.py b/src/prm_launch/launch/video2detector.py index 6752ee9..a847aca 100755 --- a/src/prm_launch/launch/video2detector.py +++ b/src/prm_launch/launch/video2detector.py @@ -27,5 +27,9 @@ def generate_launch_description(): Node( package='pnp_solver', executable='PNPSolverNode', + ), + Node( + package='control_communicator', + executable='ControlCommunicatorNode', ) ]) From f58ab50b36994f1be4513bf63053c03629c90ef9 Mon Sep 17 00:00:00 2001 From: Daniel Date: Sat, 21 Dec 2024 03:40:20 -0500 Subject: [PATCH 4/5] Reformat projectile_angle_convel --- .../control_communicator/CMakeLists.txt | 23 ++- .../include/projectile_angle_convel.hpp | 192 ++---------------- .../src/projectile_angle_convel.cpp | 173 ++++++++++++++++ src/prm_vision/pnp_solver/CMakeLists.txt | 5 +- .../include/projectile_angle_convel.hpp | 187 ++--------------- .../src/projectile_angle_convel.cpp | 173 ++++++++++++++++ 6 files changed, 398 insertions(+), 355 deletions(-) create mode 100644 src/prm_control/control_communicator/src/projectile_angle_convel.cpp create mode 100644 src/prm_vision/pnp_solver/src/projectile_angle_convel.cpp diff --git a/src/prm_control/control_communicator/CMakeLists.txt b/src/prm_control/control_communicator/CMakeLists.txt index c2a1057..77b4568 100644 --- a/src/prm_control/control_communicator/CMakeLists.txt +++ b/src/prm_control/control_communicator/CMakeLists.txt @@ -31,26 +31,27 @@ include_directories(/usr/include) include_directories(include) add_executable(ControlCommunicatorNode - src/ControlCommunicatorNode.cpp - src/utils.cpp + src/ControlCommunicatorNode.cpp + src/projectile_angle_convel.cpp + src/utils.cpp ) ament_target_dependencies(ControlCommunicatorNode - rclcpp - std_msgs - geometry_msgs - vision_msgs - tf2_ros - tf2 - nav_msgs + rclcpp + std_msgs + geometry_msgs + vision_msgs + tf2_ros + tf2 + nav_msgs ) target_link_libraries(ControlCommunicatorNode Eigen3::Eigen) install(TARGETS - ControlCommunicatorNode - DESTINATION lib/${PROJECT_NAME} + ControlCommunicatorNode + DESTINATION lib/${PROJECT_NAME} ) diff --git a/src/prm_control/control_communicator/include/projectile_angle_convel.hpp b/src/prm_control/control_communicator/include/projectile_angle_convel.hpp index fb8133c..f1b5959 100644 --- a/src/prm_control/control_communicator/include/projectile_angle_convel.hpp +++ b/src/prm_control/control_communicator/include/projectile_angle_convel.hpp @@ -1,187 +1,35 @@ +#define MUZZLE_VELOCITY 30.00 +#define SHOT_IMPOSSIBLE -100 +#define RAD_2_DEG 180 / PI +#define OoM -10 #include #include #include #include -#define MUZZLE_VELOCITY 30.00 -#define SHOT_IMPOSSIBLE -100 -#define RAD_2_DEG 180/PI +static std::complex complex_sqrt(const std::complex & z); +static std::complex complex_cbrt(const std::complex & z); +void solve_quartic(const std::complex coefficients[5], std::complex roots[4]); -#define OoM -10 - -/** - * @author sidneycadot - * @source: https://github.com/sidneycadot/quartic - * @brief Below three are helper functions from the above source to solve the quartic arising from the motion - * intersection equations - */ - -static std::complex complex_sqrt(const std::complex & z) +struct vec3 { - return pow(z, 1. / 2.); -} - -static std::complex complex_cbrt(const std::complex & z) -{ - return pow(z, 1. / 3.); -} - -void solve_quartic(const std::complex coefficients[5], std::complex roots[4]) -{ - // The algorithm below was derived by solving the quartic in Mathematica, and simplifying the resulting expression by hand. - - const std::complex a = coefficients[0]; - const std::complex b = coefficients[1] / a; - const std::complex c = coefficients[2] / a; - const std::complex d = coefficients[3] / a; - const std::complex e = coefficients[4] / a; - - const std::complex Q1 = c * c - 3. * b * d + 12. * e; - const std::complex Q2 = 2. * c * c * c - 9. * b * c * d + 27. * d * d + 27. * b * b * e - 72. * c * e; - const std::complex Q3 = 8. * b * c - 16. * d - 2. * b * b * b; - const std::complex Q4 = 3. * b * b - 8. * c; - - const std::complex Q5 = complex_cbrt(Q2 / 2. + complex_sqrt(Q2 * Q2 / 4. - Q1 * Q1 * Q1)); - const std::complex Q6 = (Q1 / Q5 + Q5) / 3.; - const std::complex Q7 = 2. * complex_sqrt(Q4 / 12. + Q6); - - roots[0] = (-b - Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; - roots[1] = (-b - Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; - roots[2] = (-b + Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; - roots[3] = (-b + Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; -} - - - -/** - * @brief Solves for the pitch yaw angles using gravity model - * Includes vector helper functions - * - */ - -struct vec3{ double x = 0, y = 0, z = 0; std::string id = "N/A"; - vec3(){x=0;y=0;z=0;} - - vec3(double a, double b, double c) - { - x = a; - y = b; - z = c; - } + vec3(); + vec3(double a, double b, double c); - vec3 operator + (vec3 const &a) - { - vec3 b; - b.x = x + a.x; - b.y = y + a.y; - b.z = z + a.z; - return b; - } + vec3 operator + (vec3 const &a); + vec3 operator - (vec3 const &a); + double operator * (vec3 const &a); + vec3 operator * (double c); + vec3 operator / (double c); - vec3 operator - (vec3 const &a) - { - vec3 b; - b.x = x - a.x; - b.y = y - a.y; - b.z = z - a.z; - return b; - - } - - double operator * (vec3 const &a) - { - double b = x * a.x + y * a.y + z * a.z; - return b; - } - - vec3 operator * (double c) - { - vec3 b; - b.x = c * x; - b.y = c * y; - b.z = c * z; - return b; - } - - vec3 operator / (double c) - { - vec3 b; - b.x = x / c; - b.y = y / c; - b.z = z / c; - return b; - } - - double norm() - { - return sqrt(x*x + y*y + z*z); - } - - void print() - { - std::cout << id << ": (" << x << ", " << y << ", " << z << ")' \n"; - } + double norm(); + void print(); }; -bool compare_complex(std::complex a, std::complex b) -{ - return a != b ? a.real() < b.real() : a.imag() < b.imag(); -} - -double smallest_positive_real_soln(std::complex roots[4]) -{ - double soln = SHOT_IMPOSSIBLE; - - for(int i = 0; i < 4; i++) - { - double imag_order = log10(abs(roots[i].imag())); - if((imag_order < OoM || std::isnan(imag_order)) && roots[i].real() > 0) - { - soln = roots[i].real(); - break; - } - } - - return soln; -} - -void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double* pitch, double* yaw, bool* impossible) -{ - vec3 P_d, aim_vector, aim_uv; - std::complex coeffs[5] = {}, roots[4] = {}; - double t_sol = 0; - - P_d = Pos + Vel * time_delay; - - coeffs[0] = (G * G) * 0.25; - coeffs[1] = Vel * G; - coeffs[2] = P_d * G + Vel * Vel - pow(MUZZLE_VELOCITY, 2); - coeffs[3] = (P_d * Vel) * 2; - coeffs[4] = P_d * P_d; - - solve_quartic(coeffs, roots); - std::sort(roots, roots+4, compare_complex); - t_sol = smallest_positive_real_soln(roots); - - if (t_sol == SHOT_IMPOSSIBLE) - { - *impossible = true; - } - else - { - *impossible = false; - } - - aim_vector = P_d + Vel * t_sol + (G * pow(t_sol, 2)) * 0.5; - aim_uv = aim_vector / aim_vector.norm(); - - *pitch = asin(aim_uv.z); - *yaw = acos(aim_uv.x / cos(*pitch)); - - *pitch = *pitch * RAD_2_DEG; - *yaw = *yaw * RAD_2_DEG; -} +bool compare_complex(std::complex a, std::complex b); +double smallest_positive_real_soln(std::complex roots[4]); +void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double* pitch, double* yaw, bool* impossible); \ No newline at end of file diff --git a/src/prm_control/control_communicator/src/projectile_angle_convel.cpp b/src/prm_control/control_communicator/src/projectile_angle_convel.cpp new file mode 100644 index 0000000..381c684 --- /dev/null +++ b/src/prm_control/control_communicator/src/projectile_angle_convel.cpp @@ -0,0 +1,173 @@ +#define PI 3.141592653589793238462643383 + +#include "projectile_angle_convel.hpp" + +/** + * @author sidneycadot + * @source: https://github.com/sidneycadot/quartic + * @brief Below three are helper functions from the above source to solve the quartic arising from the motion + * intersection equations + */ + +static std::complex complex_sqrt(const std::complex & z) +{ + return pow(z, 1. / 2.); +} + +static std::complex complex_cbrt(const std::complex & z) +{ + return pow(z, 1. / 3.); +} + +void solve_quartic(const std::complex coefficients[5], std::complex roots[4]) +{ + // The algorithm below was derived by solving the quartic in Mathematica, and simplifying the resulting expression by hand. + const std::complex a = coefficients[0]; + const std::complex b = coefficients[1] / a; + const std::complex c = coefficients[2] / a; + const std::complex d = coefficients[3] / a; + const std::complex e = coefficients[4] / a; + + const std::complex Q1 = c * c - 3. * b * d + 12. * e; + const std::complex Q2 = 2. * c * c * c - 9. * b * c * d + 27. * d * d + 27. * b * b * e - 72. * c * e; + const std::complex Q3 = 8. * b * c - 16. * d - 2. * b * b * b; + const std::complex Q4 = 3. * b * b - 8. * c; + + const std::complex Q5 = complex_cbrt(Q2 / 2. + complex_sqrt(Q2 * Q2 / 4. - Q1 * Q1 * Q1)); + const std::complex Q6 = (Q1 / Q5 + Q5) / 3.; + const std::complex Q7 = 2. * complex_sqrt(Q4 / 12. + Q6); + + roots[0] = (-b - Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[1] = (-b - Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[2] = (-b + Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; + roots[3] = (-b + Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; +} + + + +/** + * @brief Solves for the pitch yaw angles using gravity model + * Includes vector helper functions + * + */ + +vec3::vec3() {} + +vec3::vec3(double a, double b, double c) +{ + x = a; + y = b; + z = c; +} + +vec3 vec3::operator + (vec3 const &a) +{ + vec3 b; + b.x = x + a.x; + b.y = y + a.y; + b.z = z + a.z; + return b; +} + +vec3 vec3::operator - (vec3 const &a) +{ + vec3 b; + b.x = x - a.x; + b.y = y - a.y; + b.z = z - a.z; + return b; + +} + +double vec3::operator * (vec3 const &a) +{ + double b = x * a.x + y * a.y + z * a.z; + return b; +} + +vec3 vec3::operator * (double c) +{ + vec3 b; + b.x = c * x; + b.y = c * y; + b.z = c * z; + return b; +} + +vec3 vec3::operator / (double c) +{ + vec3 b; + b.x = x / c; + b.y = y / c; + b.z = z / c; + return b; +} + +double vec3::norm() +{ + return sqrt(x*x + y*y + z*z); +} + +void vec3::print() +{ + std::cout << id << ": (" << x << ", " << y << ", " << z << ")' \n"; +} + +bool compare_complex(std::complex a, std::complex b) +{ + return a != b ? a.real() < b.real() : a.imag() < b.imag(); +} + +double smallest_positive_real_soln(std::complex roots[4]) +{ + double soln = SHOT_IMPOSSIBLE; + + for(int i = 0; i < 4; i++) + { + double imag_order = log10(abs(roots[i].imag())); + if((imag_order < OoM || std::isnan(imag_order)) && roots[i].real() > 0) + { + soln = roots[i].real(); + break; + } + } + + return soln; +} + +void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double* pitch, double* yaw, bool* impossible) +{ + vec3 P_d, aim_vector, aim_uv; + std::complex coeffs[5] = {}, roots[4] = {}; + double t_sol = 0; + + P_d = Pos + Vel * time_delay; + + coeffs[0] = (G * G) * 0.25; + coeffs[1] = Vel * G; + coeffs[2] = P_d * G + Vel * Vel - pow(MUZZLE_VELOCITY, 2); + coeffs[3] = (P_d * Vel) * 2; + coeffs[4] = P_d * P_d; + + solve_quartic(coeffs, roots); + std::sort(roots, roots+4, compare_complex); + t_sol = smallest_positive_real_soln(roots); + + if (t_sol == SHOT_IMPOSSIBLE) + { + *impossible = true; + } + else + { + *impossible = false; + } + + aim_vector = P_d + Vel * t_sol + (G * pow(t_sol, 2)) * 0.5; + aim_uv = aim_vector / aim_vector.norm(); + + *pitch = asin(aim_uv.z); + *yaw = acos(aim_uv.x / cos(*pitch)); + + *pitch = *pitch * RAD_2_DEG; + *yaw = *yaw * RAD_2_DEG; +} diff --git a/src/prm_vision/pnp_solver/CMakeLists.txt b/src/prm_vision/pnp_solver/CMakeLists.txt index 3eedefd..9bd4d1a 100644 --- a/src/prm_vision/pnp_solver/CMakeLists.txt +++ b/src/prm_vision/pnp_solver/CMakeLists.txt @@ -19,7 +19,10 @@ target_link_libraries(KalmanFilter Eigen3::Eigen) add_library(ValidityFilter STATIC src/ValidityFilter.cpp) -add_executable(PNPSolverNode src/PNPSolver.cpp) +add_executable(PNPSolverNode + src/PNPSolver.cpp + src/projectile_angle_convel.cpp +) target_link_libraries(PNPSolverNode KalmanFilter ValidityFilter) ament_target_dependencies(PNPSolverNode rclcpp diff --git a/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp b/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp index fe06996..f1b5959 100644 --- a/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp +++ b/src/prm_vision/pnp_solver/include/projectile_angle_convel.hpp @@ -1,7 +1,6 @@ -#define MUZZLE_VELOCITY 25.00 +#define MUZZLE_VELOCITY 30.00 #define SHOT_IMPOSSIBLE -100 #define RAD_2_DEG 180 / PI -#define PI 3.14159 #define OoM -10 #include @@ -9,182 +8,28 @@ #include #include -/** - * @author sidneycadot - * @source: https://github.com/sidneycadot/quartic - * @brief Below three are helper functions from the above source to solve the quartic arising from the motion - * intersection equations - */ - -static std::complex complex_sqrt(const std::complex &z) -{ - return pow(z, 1. / 2.); -} - -static std::complex complex_cbrt(const std::complex &z) -{ - return pow(z, 1. / 3.); -} - -void solve_quartic(const std::complex coefficients[5], std::complex roots[4]) -{ - // The algorithm below was derived by solving the quartic in Mathematica, and simplifying the resulting expression by hand. - - const std::complex a = coefficients[0]; - const std::complex b = coefficients[1] / a; - const std::complex c = coefficients[2] / a; - const std::complex d = coefficients[3] / a; - const std::complex e = coefficients[4] / a; - - const std::complex Q1 = c * c - 3. * b * d + 12. * e; - const std::complex Q2 = 2. * c * c * c - 9. * b * c * d + 27. * d * d + 27. * b * b * e - 72. * c * e; - const std::complex Q3 = 8. * b * c - 16. * d - 2. * b * b * b; - const std::complex Q4 = 3. * b * b - 8. * c; - - const std::complex Q5 = complex_cbrt(Q2 / 2. + complex_sqrt(Q2 * Q2 / 4. - Q1 * Q1 * Q1)); - const std::complex Q6 = (Q1 / Q5 + Q5) / 3.; - const std::complex Q7 = 2. * complex_sqrt(Q4 / 12. + Q6); - - roots[0] = (-b - Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; - roots[1] = (-b - Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; - roots[2] = (-b + Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; - roots[3] = (-b + Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; -} - -/** - * @brief Solves for the pitch yaw angles using gravity model - * Includes vector helper functions - * - */ +static std::complex complex_sqrt(const std::complex & z); +static std::complex complex_cbrt(const std::complex & z); +void solve_quartic(const std::complex coefficients[5], std::complex roots[4]); struct vec3 { double x = 0, y = 0, z = 0; std::string id = "N/A"; - vec3() - { - x = 0; - y = 0; - z = 0; - } - - vec3(double a, double b, double c) - { - x = a; - y = b; - z = c; - } - - vec3 operator+(vec3 const &a) - { - vec3 b; - b.x = x + a.x; - b.y = y + a.y; - b.z = z + a.z; - return b; - } - - vec3 operator-(vec3 const &a) - { - vec3 b; - b.x = x - a.x; - b.y = y - a.y; - b.z = z - a.z; - return b; - } - - double operator*(vec3 const &a) - { - double b; - b = x * a.x + y * a.y + z * a.z; - return b; - } - - vec3 operator*(double c) - { - vec3 b; - b.x = c * x; - b.y = c * y; - b.z = c * z; - return b; - } + vec3(); + vec3(double a, double b, double c); - vec3 operator/(double c) - { - vec3 b; - b.x = x / c; - b.y = y / c; - b.z = z / c; - return b; - } + vec3 operator + (vec3 const &a); + vec3 operator - (vec3 const &a); + double operator * (vec3 const &a); + vec3 operator * (double c); + vec3 operator / (double c); - double norm() - { - return sqrt(x * x + y * y + z * z); - } - - void print() - { - std::cout << id << ": (" << x << ", " << y << ", " << z << ")' \n"; - } + double norm(); + void print(); }; -bool compare_complex(std::complex a, std::complex b) -{ - return a != b ? a.real() < b.real() : a.imag() < b.imag(); -} - -double smallest_positive_real_soln(std::complex roots[4]) -{ - double soln = SHOT_IMPOSSIBLE; - - for (int i = 0; i < 4; i++) - { - double imag_order = log10(abs(roots[i].imag())); - if ((imag_order < OoM || std::isnan(imag_order)) && roots[i].real() > 0) - { - soln = roots[i].real(); - break; - } - } - - return soln; -} - -void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double *pitch, double *yaw, bool *impossible) -{ - vec3 P_d, aim_vector, aim_uv; - std::complex coeffs[5] = {}, roots[4] = {}; - double t_sol = 0; - - P_d = Pos + Vel * time_delay; - - coeffs[0] = (G * G) * 0.25; - coeffs[1] = Vel * G; - coeffs[2] = P_d * G + Vel * Vel - pow(MUZZLE_VELOCITY, 2); - coeffs[3] = (P_d * Vel) * 2; - coeffs[4] = P_d * P_d; - - solve_quartic(coeffs, roots); - std::sort(roots, roots + 4, compare_complex); - t_sol = smallest_positive_real_soln(roots); - - if (t_sol == SHOT_IMPOSSIBLE) - { - *impossible = true; - } - else - { - *impossible = false; - } - - aim_vector = P_d + Vel * t_sol + (G * pow(t_sol, 2)) * 0.5; - aim_uv = aim_vector / aim_vector.norm(); - - *pitch = asin(aim_uv.z); - *yaw = acos(aim_uv.x / cos(*pitch)); - - *pitch = *pitch * RAD_2_DEG; - *yaw = *yaw * RAD_2_DEG; -} \ No newline at end of file +bool compare_complex(std::complex a, std::complex b); +double smallest_positive_real_soln(std::complex roots[4]); +void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double* pitch, double* yaw, bool* impossible); \ No newline at end of file diff --git a/src/prm_vision/pnp_solver/src/projectile_angle_convel.cpp b/src/prm_vision/pnp_solver/src/projectile_angle_convel.cpp new file mode 100644 index 0000000..381c684 --- /dev/null +++ b/src/prm_vision/pnp_solver/src/projectile_angle_convel.cpp @@ -0,0 +1,173 @@ +#define PI 3.141592653589793238462643383 + +#include "projectile_angle_convel.hpp" + +/** + * @author sidneycadot + * @source: https://github.com/sidneycadot/quartic + * @brief Below three are helper functions from the above source to solve the quartic arising from the motion + * intersection equations + */ + +static std::complex complex_sqrt(const std::complex & z) +{ + return pow(z, 1. / 2.); +} + +static std::complex complex_cbrt(const std::complex & z) +{ + return pow(z, 1. / 3.); +} + +void solve_quartic(const std::complex coefficients[5], std::complex roots[4]) +{ + // The algorithm below was derived by solving the quartic in Mathematica, and simplifying the resulting expression by hand. + const std::complex a = coefficients[0]; + const std::complex b = coefficients[1] / a; + const std::complex c = coefficients[2] / a; + const std::complex d = coefficients[3] / a; + const std::complex e = coefficients[4] / a; + + const std::complex Q1 = c * c - 3. * b * d + 12. * e; + const std::complex Q2 = 2. * c * c * c - 9. * b * c * d + 27. * d * d + 27. * b * b * e - 72. * c * e; + const std::complex Q3 = 8. * b * c - 16. * d - 2. * b * b * b; + const std::complex Q4 = 3. * b * b - 8. * c; + + const std::complex Q5 = complex_cbrt(Q2 / 2. + complex_sqrt(Q2 * Q2 / 4. - Q1 * Q1 * Q1)); + const std::complex Q6 = (Q1 / Q5 + Q5) / 3.; + const std::complex Q7 = 2. * complex_sqrt(Q4 / 12. + Q6); + + roots[0] = (-b - Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[1] = (-b - Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 - Q3 / Q7)) / 4.; + roots[2] = (-b + Q7 - complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; + roots[3] = (-b + Q7 + complex_sqrt(4. * Q4 / 6. - 4. * Q6 + Q3 / Q7)) / 4.; +} + + + +/** + * @brief Solves for the pitch yaw angles using gravity model + * Includes vector helper functions + * + */ + +vec3::vec3() {} + +vec3::vec3(double a, double b, double c) +{ + x = a; + y = b; + z = c; +} + +vec3 vec3::operator + (vec3 const &a) +{ + vec3 b; + b.x = x + a.x; + b.y = y + a.y; + b.z = z + a.z; + return b; +} + +vec3 vec3::operator - (vec3 const &a) +{ + vec3 b; + b.x = x - a.x; + b.y = y - a.y; + b.z = z - a.z; + return b; + +} + +double vec3::operator * (vec3 const &a) +{ + double b = x * a.x + y * a.y + z * a.z; + return b; +} + +vec3 vec3::operator * (double c) +{ + vec3 b; + b.x = c * x; + b.y = c * y; + b.z = c * z; + return b; +} + +vec3 vec3::operator / (double c) +{ + vec3 b; + b.x = x / c; + b.y = y / c; + b.z = z / c; + return b; +} + +double vec3::norm() +{ + return sqrt(x*x + y*y + z*z); +} + +void vec3::print() +{ + std::cout << id << ": (" << x << ", " << y << ", " << z << ")' \n"; +} + +bool compare_complex(std::complex a, std::complex b) +{ + return a != b ? a.real() < b.real() : a.imag() < b.imag(); +} + +double smallest_positive_real_soln(std::complex roots[4]) +{ + double soln = SHOT_IMPOSSIBLE; + + for(int i = 0; i < 4; i++) + { + double imag_order = log10(abs(roots[i].imag())); + if((imag_order < OoM || std::isnan(imag_order)) && roots[i].real() > 0) + { + soln = roots[i].real(); + break; + } + } + + return soln; +} + +void pitch_yaw_gravity_model_movingtarget_const_v(vec3 Pos, vec3 Vel, vec3 G, double time_delay, double* pitch, double* yaw, bool* impossible) +{ + vec3 P_d, aim_vector, aim_uv; + std::complex coeffs[5] = {}, roots[4] = {}; + double t_sol = 0; + + P_d = Pos + Vel * time_delay; + + coeffs[0] = (G * G) * 0.25; + coeffs[1] = Vel * G; + coeffs[2] = P_d * G + Vel * Vel - pow(MUZZLE_VELOCITY, 2); + coeffs[3] = (P_d * Vel) * 2; + coeffs[4] = P_d * P_d; + + solve_quartic(coeffs, roots); + std::sort(roots, roots+4, compare_complex); + t_sol = smallest_positive_real_soln(roots); + + if (t_sol == SHOT_IMPOSSIBLE) + { + *impossible = true; + } + else + { + *impossible = false; + } + + aim_vector = P_d + Vel * t_sol + (G * pow(t_sol, 2)) * 0.5; + aim_uv = aim_vector / aim_vector.norm(); + + *pitch = asin(aim_uv.z); + *yaw = acos(aim_uv.x / cos(*pitch)); + + *pitch = *pitch * RAD_2_DEG; + *yaw = *yaw * RAD_2_DEG; +} From e6211d751439e0e5cdac73dab20e4cee00d782f6 Mon Sep 17 00:00:00 2001 From: Daniel Date: Sun, 22 Dec 2024 10:38:47 -0500 Subject: [PATCH 5/5] Restructure PNP solver node and gather ground truth for pnp solver test --- src/prm_launch/launch/video2detector.py | 6 +- src/prm_vision/pnp_solver/CMakeLists.txt | 12 +- .../pnp_solver/include/PNPSolver.hpp | 60 +--- .../pnp_solver/include/PNPSolverNode.hpp | 65 +++++ src/prm_vision/pnp_solver/src/PNPSolver.cpp | 255 +---------------- .../pnp_solver/src/PNPSolverNode.cpp | 259 ++++++++++++++++++ .../test/spinning_in_place/ground_truth.csv | 135 +++++++++ .../spinning_in_place/spinning_in_place.avi | Bin 0 -> 13093032 bytes .../test/spinning_in_place/test_PNPSolver.cpp | 10 + 9 files changed, 501 insertions(+), 301 deletions(-) create mode 100644 src/prm_vision/pnp_solver/include/PNPSolverNode.hpp create mode 100644 src/prm_vision/pnp_solver/src/PNPSolverNode.cpp create mode 100644 src/prm_vision/pnp_solver/test/spinning_in_place/ground_truth.csv create mode 100644 src/prm_vision/pnp_solver/test/spinning_in_place/spinning_in_place.avi create mode 100644 src/prm_vision/pnp_solver/test/spinning_in_place/test_PNPSolver.cpp diff --git a/src/prm_launch/launch/video2detector.py b/src/prm_launch/launch/video2detector.py index a847aca..8ea981e 100755 --- a/src/prm_launch/launch/video2detector.py +++ b/src/prm_launch/launch/video2detector.py @@ -7,8 +7,8 @@ def generate_launch_description(): webcam_publisher = get_package_share_path('webcam_publisher') - # video_path = "/home/tom/Videos/far_back_spin_and_move.avi" # example, can change to your liking - video_path = "/home/user-accounts/lee4649/auto-aiming/videos/spinning_in_place.avi" + video_path = "/home/tom/Videos/far_back_spin_and_move.avi" # example, can change to your liking + video_path = "/home/user-accounts/lee4649/auto-aiming/src/prm_vision/pnp_solver/test/spinning_in_place/spinning_in_place.avi" return LaunchDescription([ Node( package='webcam_publisher', @@ -16,7 +16,7 @@ def generate_launch_description(): emulate_tty=True, executable='VideoCaptureNode', parameters=[{'source': str(video_path), - 'fps': 24, + 'fps': 20, 'frame_id': 'video', }] ), diff --git a/src/prm_vision/pnp_solver/CMakeLists.txt b/src/prm_vision/pnp_solver/CMakeLists.txt index 9bd4d1a..28c9259 100644 --- a/src/prm_vision/pnp_solver/CMakeLists.txt +++ b/src/prm_vision/pnp_solver/CMakeLists.txt @@ -19,11 +19,17 @@ target_link_libraries(KalmanFilter Eigen3::Eigen) add_library(ValidityFilter STATIC src/ValidityFilter.cpp) +add_library(projectile_angle_convel STATIC src/projectile_angle_convel.cpp) + +add_library(PNPSolver STATIC src/PNPSolver.cpp) +ament_target_dependencies(PNPSolver + OpenCV +) + add_executable(PNPSolverNode - src/PNPSolver.cpp - src/projectile_angle_convel.cpp + src/PNPSolverNode.cpp ) -target_link_libraries(PNPSolverNode KalmanFilter ValidityFilter) +target_link_libraries(PNPSolverNode PNPSolver KalmanFilter ValidityFilter projectile_angle_convel) ament_target_dependencies(PNPSolverNode rclcpp vision_msgs diff --git a/src/prm_vision/pnp_solver/include/PNPSolver.hpp b/src/prm_vision/pnp_solver/include/PNPSolver.hpp index c489a72..ae15d89 100644 --- a/src/prm_vision/pnp_solver/include/PNPSolver.hpp +++ b/src/prm_vision/pnp_solver/include/PNPSolver.hpp @@ -3,46 +3,27 @@ #include #include +#include #include #include -#include "rclcpp/logging.hpp" -#include "rclcpp/rclcpp.hpp" - -#include "vision_msgs/msg/key_points.hpp" -#include "vision_msgs/msg/predicted_armor.hpp" -#include "std_msgs/msg/string.hpp" - -#include "geometry_msgs/msg/transform_stamped.hpp" -#include "tf2_ros/transform_broadcaster.h" -#include "tf2/LinearMath/Quaternion.h" -#include "tf2/LinearMath/Matrix3x3.h" - -#include "projectile_angle_convel.hpp" - -#include "KalmanFilter.hpp" -#include "ValidityFilter.hpp" - -#define PI 3.141592653589793238462643383 - -#define X_OFFSET 0 // Right of sensor -#define Y_OFFSET 0 // Down of sensor -#define Z_OFFSET 0 // Out of sensor - #define LIGHTBAR_HALF_HEIGHT 54.f / 2.f #define SMALL_ARMOR_HALF_WIDTH 134.f / 2.f #define LARGE_ARMOR_HALF_WIDTH 225.f / 2.f +typedef struct Coordinates { + std::vector tvec; + std::vector rvec; +} Coordinates; -using namespace std::chrono_literals; - -class PNPSolver : public rclcpp::Node +class PNPSolver { public: - PNPSolver(const rclcpp::NodeOptions &); + PNPSolver(); ~PNPSolver(); + Coordinates getArmorCoordinates(float points[], int points_size, bool large_armor); private: std::vector small_armor_object_points; std::vector large_armor_object_points; @@ -52,31 +33,6 @@ class PNPSolver : public rclcpp::Node cv::Mat rvec; cv::Mat tvec; - - rclcpp::Subscription::SharedPtr key_points_subscriber; - - std::unique_ptr tf_broadcaster; - std::shared_ptr> predicted_armor_publisher; - std::shared_ptr> auto_aim_tracking_status_publisher = NULL; - - uint32_t seq_; - - KalmanFilter kalman_filter_; - ValidityFilter validity_filter_; - - rclcpp::Time prev_time_; - - bool publish_tf_; - float dst_[6]; - - int locked_in_frames = 0; - int num_frames_to_fire_after = 10; // corresponds to approximately 2/3 of a second - double last_fire_time = 0; - - rclcpp::TimerBase::SharedPtr firing_timer; - void keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr); - void publishZeroPredictedArmor(std_msgs::msg::Header header); - void check_last_firing_time(); }; #endif // _PNP_SOLVER_HPP diff --git a/src/prm_vision/pnp_solver/include/PNPSolverNode.hpp b/src/prm_vision/pnp_solver/include/PNPSolverNode.hpp new file mode 100644 index 0000000..4e8e84e --- /dev/null +++ b/src/prm_vision/pnp_solver/include/PNPSolverNode.hpp @@ -0,0 +1,65 @@ +#include +#include + +#include +#include + +#include "rclcpp/logging.hpp" +#include "rclcpp/rclcpp.hpp" + +#include "vision_msgs/msg/key_points.hpp" +#include "vision_msgs/msg/predicted_armor.hpp" +#include "std_msgs/msg/string.hpp" + +#include "geometry_msgs/msg/transform_stamped.hpp" +#include "tf2_ros/transform_broadcaster.h" +#include "tf2/LinearMath/Quaternion.h" +#include "tf2/LinearMath/Matrix3x3.h" + +#include "projectile_angle_convel.hpp" + +#include "PNPSolver.hpp" +#include "KalmanFilter.hpp" +#include "ValidityFilter.hpp" + +#define PI 3.141592653589793238462643383 + +#define X_OFFSET 0 // Right of sensor +#define Y_OFFSET 0 // Down of sensor +#define Z_OFFSET 0 // Out of sensor + +using namespace std::chrono_literals; + +class PNPSolverNode : public rclcpp::Node +{ +public: + PNPSolverNode(const rclcpp::NodeOptions &); + ~PNPSolverNode(); + +private: + rclcpp::Subscription::SharedPtr key_points_subscriber; + + std::unique_ptr tf_broadcaster; + std::shared_ptr> predicted_armor_publisher; + std::shared_ptr> auto_aim_tracking_status_publisher = NULL; + + uint32_t seq_; + + PNPSolver pnp_solver_; + KalmanFilter kalman_filter_; + ValidityFilter validity_filter_; + + rclcpp::Time prev_time_; + + bool publish_tf_; + float dst_[6]; + + int locked_in_frames = 0; + int num_frames_to_fire_after = 10; // corresponds to approximately 2/3 of a second + double last_fire_time = 0; + + rclcpp::TimerBase::SharedPtr firing_timer; + void keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr); + void publishZeroPredictedArmor(std_msgs::msg::Header header); + void check_last_firing_time(); +}; diff --git a/src/prm_vision/pnp_solver/src/PNPSolver.cpp b/src/prm_vision/pnp_solver/src/PNPSolver.cpp index 01f3291..7def748 100644 --- a/src/prm_vision/pnp_solver/src/PNPSolver.cpp +++ b/src/prm_vision/pnp_solver/src/PNPSolver.cpp @@ -1,12 +1,7 @@ #include "PNPSolver.hpp" -PNPSolver::PNPSolver(const rclcpp::NodeOptions &options) : Node("pnp_solver", options) +PNPSolver::PNPSolver() { - - publish_tf_ = this->declare_parameter("publish_tf", false); - publish_tf_ = true; - RCLCPP_INFO(this->get_logger(), "Publish TF: %s", publish_tf_ ? "true" : "false"); - // +X: Out, +Y: Right, +Z: Up small_armor_object_points.emplace_back(cv::Point3f(0, -SMALL_ARMOR_HALF_WIDTH, LIGHTBAR_HALF_HEIGHT)); // Top Left small_armor_object_points.emplace_back(cv::Point3f(0, -SMALL_ARMOR_HALF_WIDTH, -LIGHTBAR_HALF_HEIGHT)); // Bot Left @@ -28,9 +23,6 @@ PNPSolver::PNPSolver(const rclcpp::NodeOptions &options) : Node("pnp_solver", op camera_matrix_[2][1] = 0; camera_matrix_[2][2] = 1; - kalman_filter_ = KalmanFilter(); - validity_filter_ = ValidityFilter(); - camera_matrix = cv::Mat(3, 3, CV_32F, &camera_matrix_); distortion_coefficient = cv::Mat::zeros(4, 1, cv::DataType::type); @@ -41,263 +33,40 @@ PNPSolver::PNPSolver(const rclcpp::NodeOptions &options) : Node("pnp_solver", op rvec = cv::Mat(3, 1, CV_32F); tvec = cv::Mat(3, 1, CV_32F); - - seq_ = 0; - - prev_time_ = this->now(); - - if (publish_tf_) - { - tf_broadcaster = std::make_unique(*this); - } - - // STOP FIRING if no target detected for 2 seconds - this->firing_timer = this->create_wall_timer(500ms, std::bind(&PNPSolver::check_last_firing_time, this)); - - // Initialize subscriber and publisher for predicted armor, key points, and auto aim tracking status - predicted_armor_publisher = this->create_publisher("predicted_armor", 10); - auto_aim_tracking_status_publisher = this->create_publisher("auto_aim_tracking_status", rclcpp::QoS(rclcpp::KeepLast(1)).reliable()); - key_points_subscriber = this->create_subscription( - "key_points", 10, std::bind(&PNPSolver::keyPointsCallback, this, std::placeholders::_1)); - - RCLCPP_INFO(this->get_logger(), "PNP Solver Created"); } PNPSolver::~PNPSolver() { - RCLCPP_INFO_ONCE(this->get_logger(), "Destorying PNP Solver"); - return; } -/** - * @brief Callback function when receiving armor key points from armor detector node - * - * The callback performs PNP solving, kalman filtering, and determine when to fire. - * - * @param key_points_msg key point messagge - */ -void PNPSolver::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr key_points_msg) -{ - if (key_points_msg->points.size() != 8 || key_points_msg->points[0] == 0) +Coordinates PNPSolver::getArmorCoordinates(float points[], int points_size, bool large_armor) +{ + if (points_size != 8 || points[0] == 0) { - publishZeroPredictedArmor(key_points_msg->header); - return; + return (Coordinates){}; } std::vector image_points; - image_points.push_back(cv::Point2f(key_points_msg->points[0], key_points_msg->points[1])); - image_points.push_back(cv::Point2f(key_points_msg->points[2], key_points_msg->points[3])); - image_points.push_back(cv::Point2f(key_points_msg->points[4], key_points_msg->points[5])); - image_points.push_back(cv::Point2f(key_points_msg->points[6], key_points_msg->points[7])); + image_points.push_back(cv::Point2f(points[0], points[1])); + image_points.push_back(cv::Point2f(points[2], points[3])); + image_points.push_back(cv::Point2f(points[4], points[5])); + image_points.push_back(cv::Point2f(points[6], points[7])); bool result = cv::solvePnP(small_armor_object_points, image_points, camera_matrix, distortion_coefficient, rvec, tvec, false, cv::SOLVEPNP_IPPE); if (!result) { - RCLCPP_WARN(this->get_logger(), "Solve Failed on %d", seq_++); - publishZeroPredictedArmor(key_points_msg->header); - return; + return (Coordinates){}; } - rclcpp::Time curr_time_(key_points_msg->header.stamp.sec, key_points_msg->header.stamp.nanosec, RCL_ROS_TIME); - - double dt = (curr_time_.seconds() - prev_time_.seconds()); // in s - float Y = -tvec.at(0, 0); float Z = -tvec.at(1, 0); float X = tvec.at(2, 0); tvec.at(0, 0) = X; tvec.at(1, 0) = Y; tvec.at(2, 0) = Z; + std::vector output = {X, Y, Z}; - std_msgs::msg::String auto_aim_tracking_status_msg; - vision_msgs::msg::PredictedArmor predicted_armor_msg; - - bool reset_kalman = validity_filter_.validation(X, Y, Z, dt); - if (reset_kalman) - { - auto_aim_tracking_status_msg.data = "RESET KALMAN"; - auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); - kalman_filter_.reset(); - RCLCPP_INFO(this->get_logger(), "Validity Filter Reset Kalman Filter"); - prev_time_ = curr_time_; - - predicted_armor_msg.x_vel = 0; - predicted_armor_msg.y_vel = 0; - predicted_armor_msg.z_vel = 0; - } - else - { - predicted_armor_msg.x_vel = dst_[0]; - predicted_armor_msg.y_vel = dst_[1]; - predicted_armor_msg.z_vel = dst_[2]; - } - - // Stopping motor - if (validity_filter_.state == STOPPING) - { - auto_aim_tracking_status_msg.data = "STOPPING"; - auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); - publishZeroPredictedArmor(key_points_msg->header); - locked_in_frames = 0; - return; - } - - // Idling, dont send anything - else if (validity_filter_.state == IDLING) - { - auto_aim_tracking_status_msg.data = "IDLING"; - auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); - locked_in_frames = 0; - return; - } - - // Tracking, update kalman filter - else if (validity_filter_.state == TRACKING) - { - // if tracking and we have locked in for enough frames, fire at the target - if (locked_in_frames > num_frames_to_fire_after) - { - auto_aim_tracking_status_msg.data = "FIRE"; - auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); - last_fire_time = this->now().seconds(); - } - else - { - auto_aim_tracking_status_msg.data = "TRACKING"; - auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); - } - - kalman_filter_.update(X, Y, Z, dt, dst_); - prev_time_ = curr_time_; - locked_in_frames++; - } - - predicted_armor_msg.header = key_points_msg->header; - double distance = sqrt(X * X + Y * Y + Z * Z); - predicted_armor_msg.x = X; - predicted_armor_msg.y = Y + 50; - predicted_armor_msg.z = Z - 60; // 50mm coordinate transform in Z // + (0.1*distance + -127.75); - - vec3 P(X / 1000, Y / 1000, Z / 1000), V(0, 0, 0), grav(0, 0, 9.81); - double p = 0, y = 0; - bool im = 0; - pitch_yaw_gravity_model_movingtarget_const_v(P, V, grav, 0, &p, &y, &im); - y = y * (Y > 0 ? -1 : 1); // currently a bug where yaw is never negative, so we just multiply by the sign of "y" of the target - - double yaw = -atan(Y / X) * 180 / PI; - double pitch = atan(Z / X) * 180 / PI; - - // fire at the target - predicted_armor_msg.fire = locked_in_frames > num_frames_to_fire_after; - - // Rotation XYZ - // NOTE: Eventually this should be passed into the kalman filter and predicted_rvec should be published instead - predicted_armor_msg.rvec_x = rvec.at(0, 0); - predicted_armor_msg.rvec_y = rvec.at(1, 0); - predicted_armor_msg.rvec_z = rvec.at(2, 0); - predicted_armor_publisher->publish(predicted_armor_msg); - - if (publish_tf_) - { - // Publish TF raw results - geometry_msgs::msg::TransformStamped detected_armor_tf; - detected_armor_tf.header.stamp = key_points_msg->header.stamp; - detected_armor_tf.header.frame_id = "camera_link"; - detected_armor_tf.child_frame_id = "detected_armor"; - detected_armor_tf.transform.translation.x = X / 1000; - detected_armor_tf.transform.translation.y = Y / 1000; - detected_armor_tf.transform.translation.z = Z / 1000; - detected_armor_tf.transform.rotation.x = 1; - detected_armor_tf.transform.rotation.y = 0; - detected_armor_tf.transform.rotation.z = 0; - detected_armor_tf.transform.rotation.w = 0; - tf_broadcaster->sendTransform(detected_armor_tf); - - // Publish TF filtered results - geometry_msgs::msg::TransformStamped filtered_armor_tf; - filtered_armor_tf.header.stamp = key_points_msg->header.stamp; - filtered_armor_tf.header.frame_id = "camera_link"; - filtered_armor_tf.child_frame_id = "filtered_armor"; - filtered_armor_tf.transform.translation.x = dst_[0] / 1000; - filtered_armor_tf.transform.translation.y = dst_[1] / 1000; - filtered_armor_tf.transform.translation.z = dst_[2] / 1000; - filtered_armor_tf.transform.rotation.x = 1; - filtered_armor_tf.transform.rotation.y = 0; - filtered_armor_tf.transform.rotation.z = 0; - filtered_armor_tf.transform.rotation.w = 0; - tf_broadcaster->sendTransform(filtered_armor_tf); - - // Publish TF predictedion after 0.3s - geometry_msgs::msg::TransformStamped predicted_armor_tf; - predicted_armor_tf.header.stamp = key_points_msg->header.stamp; - predicted_armor_tf.header.frame_id = "camera_link"; - predicted_armor_tf.child_frame_id = "predicted_armor"; - predicted_armor_tf.transform.translation.x = (dst_[0] + dst_[3] * 0.5) / 1000; - predicted_armor_tf.transform.translation.y = (dst_[1] + dst_[4] * 0.5) / 1000; - predicted_armor_tf.transform.translation.z = (dst_[2] + dst_[5] * 0.5) / 1000; - predicted_armor_tf.transform.rotation.x = 1; - predicted_armor_tf.transform.rotation.y = 0; - predicted_armor_tf.transform.rotation.z = 0; - predicted_armor_tf.transform.rotation.w = 0; - tf_broadcaster->sendTransform(predicted_armor_tf); - } - - RCLCPP_INFO_ONCE(this->get_logger(), "First TF published"); - - if (seq_ % 1000 == 0) - { - RCLCPP_INFO(this->get_logger(), "seq: %d", seq_); - } - seq_++; -} - -void PNPSolver::check_last_firing_time() -{ - if (this->now().seconds() - last_fire_time > 1 && locked_in_frames > num_frames_to_fire_after) - { - RCLCPP_INFO(this->get_logger(), "Stopping firing"); - std_msgs::msg::String auto_aim_tracking_status_msg; - auto_aim_tracking_status_msg.data = "STOPPING_FIRING"; - auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); - locked_in_frames = 0; - publishZeroPredictedArmor(std_msgs::msg::Header()); - } -} - -void PNPSolver::publishZeroPredictedArmor(std_msgs::msg::Header header) -{ - vision_msgs::msg::PredictedArmor predicted_armor_msg; - predicted_armor_msg.header = header; - predicted_armor_msg.x = 0; - predicted_armor_msg.y = 0; - predicted_armor_msg.z = 0; - predicted_armor_msg.rvec_x = 0; - predicted_armor_msg.rvec_y = 0; - predicted_armor_msg.rvec_z = 0; - predicted_armor_msg.x_vel = 0; - predicted_armor_msg.y_vel = 0; - predicted_armor_msg.z_vel = 0; - predicted_armor_msg.fire = locked_in_frames > num_frames_to_fire_after; // allows firing to still occur until the target is lost for 2 seconds and locked_in_frames is reset - - predicted_armor_publisher->publish(predicted_armor_msg); -} - -int main(int argc, char *argv[]) -{ - - setvbuf(stdout, NULL, _IONBF, BUFSIZ); - - rclcpp::init(argc, argv); - rclcpp::executors::SingleThreadedExecutor exec; - - const rclcpp::NodeOptions options; - auto pnp_solver_node = std::make_shared(options); - - exec.add_node(pnp_solver_node); - exec.spin(); - - rclcpp::shutdown(); - return 0; + return (Coordinates){{X, Y, Z}, {rvec.at(0, 0), rvec.at(1, 0), rvec.at(2, 0)}}; } diff --git a/src/prm_vision/pnp_solver/src/PNPSolverNode.cpp b/src/prm_vision/pnp_solver/src/PNPSolverNode.cpp new file mode 100644 index 0000000..616b380 --- /dev/null +++ b/src/prm_vision/pnp_solver/src/PNPSolverNode.cpp @@ -0,0 +1,259 @@ +#include "PNPSolverNode.hpp" + +PNPSolverNode::PNPSolverNode(const rclcpp::NodeOptions &options) : Node("pnp_solver", options) +{ + publish_tf_ = this->declare_parameter("publish_tf", false); + publish_tf_ = true; + RCLCPP_INFO(this->get_logger(), "Publish TF: %s", publish_tf_ ? "true" : "false"); + + pnp_solver_ = PNPSolver(); + kalman_filter_ = KalmanFilter(); + validity_filter_ = ValidityFilter(); + + seq_ = 0; + + prev_time_ = this->now(); + + if (publish_tf_) + { + tf_broadcaster = std::make_unique(*this); + } + + // STOP FIRING if no target detected for 2 seconds + this->firing_timer = this->create_wall_timer(500ms, std::bind(&PNPSolverNode::check_last_firing_time, this)); + + // Initialize subscriber and publisher for predicted armor, key points, and auto aim tracking status + predicted_armor_publisher = this->create_publisher("predicted_armor", 10); + auto_aim_tracking_status_publisher = this->create_publisher("auto_aim_tracking_status", rclcpp::QoS(rclcpp::KeepLast(1)).reliable()); + key_points_subscriber = this->create_subscription( + "key_points", 10, std::bind(&PNPSolverNode::keyPointsCallback, this, std::placeholders::_1)); + + RCLCPP_INFO(this->get_logger(), "PNP Solver Created"); +} + +PNPSolverNode::~PNPSolverNode() +{ + RCLCPP_INFO_ONCE(this->get_logger(), "Destorying PNP Solver Node"); + return; +} + +/** + * @brief Callback function when receiving armor key points from armor detector node + * + * The callback performs PNP solving, kalman filtering, and determine when to fire. + * + * @param key_points_msg key point messagge + */ +void PNPSolverNode::keyPointsCallback(const vision_msgs::msg::KeyPoints::SharedPtr key_points_msg) +{ + float points[8]; + for (int i = 0; i < sizeof(points) / sizeof(points[0]); i++) { + points[i] = key_points_msg->points[i]; + } + + int points_size = key_points_msg->points.size(); + bool large_armor = key_points_msg->large_armor; + Coordinates coordinates = pnp_solver_.getArmorCoordinates(points, points_size, large_armor); + + if (coordinates.tvec.size() == 0) { + publishZeroPredictedArmor(key_points_msg->header); + return; + } + + float X = coordinates.tvec[0]; + float Y = coordinates.tvec[1]; + float Z = coordinates.tvec[2]; + + rclcpp::Time curr_time_(key_points_msg->header.stamp.sec, key_points_msg->header.stamp.nanosec, RCL_ROS_TIME); + double dt = (curr_time_.seconds() - prev_time_.seconds()); // in s + + std_msgs::msg::String auto_aim_tracking_status_msg; + vision_msgs::msg::PredictedArmor predicted_armor_msg; + + bool reset_kalman = validity_filter_.validation(X, Y, Z, dt); + if (reset_kalman) + { + auto_aim_tracking_status_msg.data = "RESET KALMAN"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + kalman_filter_.reset(); + RCLCPP_INFO(this->get_logger(), "Validity Filter Reset Kalman Filter"); + prev_time_ = curr_time_; + + predicted_armor_msg.x_vel = 0; + predicted_armor_msg.y_vel = 0; + predicted_armor_msg.z_vel = 0; + } + else + { + predicted_armor_msg.x_vel = dst_[0]; + predicted_armor_msg.y_vel = dst_[1]; + predicted_armor_msg.z_vel = dst_[2]; + } + + // Stopping motor + if (validity_filter_.state == STOPPING) + { + auto_aim_tracking_status_msg.data = "STOPPING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + publishZeroPredictedArmor(key_points_msg->header); + locked_in_frames = 0; + return; + } + + // Idling, dont send anything + else if (validity_filter_.state == IDLING) + { + auto_aim_tracking_status_msg.data = "IDLING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + locked_in_frames = 0; + return; + } + + // Tracking, update kalman filter + else if (validity_filter_.state == TRACKING) + { + // if tracking and we have locked in for enough frames, fire at the target + if (locked_in_frames > num_frames_to_fire_after) + { + auto_aim_tracking_status_msg.data = "FIRE"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + last_fire_time = this->now().seconds(); + } + else + { + auto_aim_tracking_status_msg.data = "TRACKING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + } + + kalman_filter_.update(X, Y, Z, dt, dst_); + prev_time_ = curr_time_; + locked_in_frames++; + } + + predicted_armor_msg.header = key_points_msg->header; + double distance = sqrt(X * X + Y * Y + Z * Z); + predicted_armor_msg.x = X; + predicted_armor_msg.y = Y + 50; + predicted_armor_msg.z = Z - 60; // 50mm coordinate transform in Z // + (0.1*distance + -127.75); + + vec3 P(X / 1000, Y / 1000, Z / 1000), V(0, 0, 0), grav(0, 0, 9.81); + double p = 0, y = 0; + bool im = 0; + pitch_yaw_gravity_model_movingtarget_const_v(P, V, grav, 0, &p, &y, &im); + y = y * (Y > 0 ? -1 : 1); // currently a bug where yaw is never negative, so we just multiply by the sign of "y" of the target + + double yaw = -atan(Y / X) * 180 / PI; + double pitch = atan(Z / X) * 180 / PI; + + // fire at the target + predicted_armor_msg.fire = locked_in_frames > num_frames_to_fire_after; + + // Rotation XYZ + // NOTE: Eventually this should be passed into the kalman filter and predicted_rvec should be published instead + predicted_armor_msg.rvec_x = coordinates.rvec[0]; + predicted_armor_msg.rvec_y = coordinates.rvec[1]; + predicted_armor_msg.rvec_z = coordinates.rvec[2]; + predicted_armor_publisher->publish(predicted_armor_msg); + + if (publish_tf_) + { + // Publish TF raw results + geometry_msgs::msg::TransformStamped detected_armor_tf; + detected_armor_tf.header.stamp = key_points_msg->header.stamp; + detected_armor_tf.header.frame_id = "camera_link"; + detected_armor_tf.child_frame_id = "detected_armor"; + detected_armor_tf.transform.translation.x = X / 1000; + detected_armor_tf.transform.translation.y = Y / 1000; + detected_armor_tf.transform.translation.z = Z / 1000; + detected_armor_tf.transform.rotation.x = 1; + detected_armor_tf.transform.rotation.y = 0; + detected_armor_tf.transform.rotation.z = 0; + detected_armor_tf.transform.rotation.w = 0; + tf_broadcaster->sendTransform(detected_armor_tf); + + // Publish TF filtered results + geometry_msgs::msg::TransformStamped filtered_armor_tf; + filtered_armor_tf.header.stamp = key_points_msg->header.stamp; + filtered_armor_tf.header.frame_id = "camera_link"; + filtered_armor_tf.child_frame_id = "filtered_armor"; + filtered_armor_tf.transform.translation.x = dst_[0] / 1000; + filtered_armor_tf.transform.translation.y = dst_[1] / 1000; + filtered_armor_tf.transform.translation.z = dst_[2] / 1000; + filtered_armor_tf.transform.rotation.x = 1; + filtered_armor_tf.transform.rotation.y = 0; + filtered_armor_tf.transform.rotation.z = 0; + filtered_armor_tf.transform.rotation.w = 0; + tf_broadcaster->sendTransform(filtered_armor_tf); + + // Publish TF predictedion after 0.3s + geometry_msgs::msg::TransformStamped predicted_armor_tf; + predicted_armor_tf.header.stamp = key_points_msg->header.stamp; + predicted_armor_tf.header.frame_id = "camera_link"; + predicted_armor_tf.child_frame_id = "predicted_armor"; + predicted_armor_tf.transform.translation.x = (dst_[0] + dst_[3] * 0.5) / 1000; + predicted_armor_tf.transform.translation.y = (dst_[1] + dst_[4] * 0.5) / 1000; + predicted_armor_tf.transform.translation.z = (dst_[2] + dst_[5] * 0.5) / 1000; + predicted_armor_tf.transform.rotation.x = 1; + predicted_armor_tf.transform.rotation.y = 0; + predicted_armor_tf.transform.rotation.z = 0; + predicted_armor_tf.transform.rotation.w = 0; + tf_broadcaster->sendTransform(predicted_armor_tf); + } + + RCLCPP_INFO_ONCE(this->get_logger(), "First TF published"); + + if (seq_ % 1000 == 0) + { + RCLCPP_INFO(this->get_logger(), "seq: %d", seq_); + } + seq_++; +} + +void PNPSolverNode::check_last_firing_time() +{ + if (this->now().seconds() - last_fire_time > 1 && locked_in_frames > num_frames_to_fire_after) + { + RCLCPP_INFO(this->get_logger(), "Stopping firing"); + std_msgs::msg::String auto_aim_tracking_status_msg; + auto_aim_tracking_status_msg.data = "STOPPING_FIRING"; + auto_aim_tracking_status_publisher->publish(auto_aim_tracking_status_msg); + locked_in_frames = 0; + publishZeroPredictedArmor(std_msgs::msg::Header()); + } +} + +void PNPSolverNode::publishZeroPredictedArmor(std_msgs::msg::Header header) +{ + vision_msgs::msg::PredictedArmor predicted_armor_msg; + predicted_armor_msg.header = header; + predicted_armor_msg.x = 0; + predicted_armor_msg.y = 0; + predicted_armor_msg.z = 0; + predicted_armor_msg.rvec_x = 0; + predicted_armor_msg.rvec_y = 0; + predicted_armor_msg.rvec_z = 0; + predicted_armor_msg.x_vel = 0; + predicted_armor_msg.y_vel = 0; + predicted_armor_msg.z_vel = 0; + predicted_armor_msg.fire = locked_in_frames > num_frames_to_fire_after; // allows firing to still occur until the target is lost for 2 seconds and locked_in_frames is reset + + predicted_armor_publisher->publish(predicted_armor_msg); +} + +int main(int argc, char *argv[]) +{ + + setvbuf(stdout, NULL, _IONBF, BUFSIZ); + + rclcpp::init(argc, argv); + rclcpp::executors::SingleThreadedExecutor exec; + + const rclcpp::NodeOptions options; + auto pnp_solver_node = std::make_shared(options); + + exec.add_node(pnp_solver_node); + exec.spin(); + + rclcpp::shutdown(); + return 0; +} diff --git a/src/prm_vision/pnp_solver/test/spinning_in_place/ground_truth.csv b/src/prm_vision/pnp_solver/test/spinning_in_place/ground_truth.csv new file mode 100644 index 0000000..4204671 --- /dev/null +++ b/src/prm_vision/pnp_solver/test/spinning_in_place/ground_truth.csv @@ -0,0 +1,135 @@ +986.70935,-62.69282,-204.93878 +978.38159,-57.83389,-203.93799 +969.77319,-56.90862,-202.37685 +969.77319,-56.90862,-202.37685 +969.77319,-56.90862,-202.37685 +970.62335,-57.20517,-202.56181 +969.86273,-57.39159,-202.39987 +970.69147,-57.18578,-202.58464 +970.69147,-57.18578,-202.58464 +969.81531,-57.41127,-202.38162 +969.77319,-56.90862,-202.37685 +969.77319,-56.90862,-202.37685 +969.77319,-56.90862,-202.37685 +979.45331,-57.89670,-204.67061 +969.86273,-57.39159,-202.39987 +970.62335,-57.20517,-202.56181 +968.75159,-57.10371,-202.15199 +969.81531,-57.41127,-202.38162 +970.62335,-57.20517,-202.56181 +970.69147,-57.18578,-202.58464 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b/src/prm_vision/pnp_solver/test/spinning_in_place/test_PNPSolver.cpp new file mode 100644 index 0000000..d9a7929 --- /dev/null +++ b/src/prm_vision/pnp_solver/test/spinning_in_place/test_PNPSolver.cpp @@ -0,0 +1,10 @@ +#include +#include +#include "ament_index_cpp/get_package_share_directory.hpp" +#include "PNPSolver.hpp" + +#include +#include +#include +#include +

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