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[wpimath] Position Delta Odometry for Swerve (#4493)
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@@ -13,7 +13,9 @@
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#include "frc/EigenCore.h"
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#include "frc/geometry/Rotation2d.h"
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#include "frc/geometry/Translation2d.h"
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#include "frc/geometry/Twist2d.h"
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#include "frc/kinematics/ChassisSpeeds.h"
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#include "frc/kinematics/SwerveModulePosition.h"
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#include "frc/kinematics/SwerveModuleState.h"
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#include "units/velocity.h"
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#include "wpimath/MathShared.h"
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@@ -162,6 +164,38 @@ class SwerveDriveKinematics {
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ChassisSpeeds ToChassisSpeeds(
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wpi::array<SwerveModuleState, NumModules> moduleStates) const;
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/**
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* Performs forward kinematics to return the resulting Twist2d from the
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* given module position deltas. This method is often used for odometry --
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* determining the robot's position on the field using data from the
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* real-world position delta and angle of each module on the robot.
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*
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* @param wheelDeltas The latest change in position of the modules (as a
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* SwerveModulePosition type) as measured from respective encoders and gyros.
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* The order of the swerve module states should be same as passed into the
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* constructor of this class.
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*
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* @return The resulting Twist2d.
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*/
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template <typename... ModuleDeltas>
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Twist2d ToTwist2d(ModuleDeltas&&... wheelDeltas) const;
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/**
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* Performs forward kinematics to return the resulting Twist2d from the
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* given module position deltas. This method is often used for odometry --
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* determining the robot's position on the field using data from the
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* real-world position delta and angle of each module on the robot.
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*
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* @param wheelDeltas The latest change in position of the modules (as a
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* SwerveModulePosition type) as measured from respective encoders and gyros.
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* The order of the swerve module states should be same as passed into the
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* constructor of this class.
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*
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* @return The resulting Twist2d.
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*/
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Twist2d ToTwist2d(
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wpi::array<SwerveModulePosition, NumModules> wheelDeltas) const;
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/**
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* Renormalizes the wheel speeds if any individual speed is above the
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* specified maximum.
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@@ -95,6 +95,39 @@ ChassisSpeeds SwerveDriveKinematics<NumModules>::ToChassisSpeeds(
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units::radians_per_second_t{chassisSpeedsVector(2)}};
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}
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template <size_t NumModules>
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template <typename... ModuleDeltas>
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Twist2d SwerveDriveKinematics<NumModules>::ToTwist2d(
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ModuleDeltas&&... wheelDeltas) const {
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static_assert(sizeof...(wheelDeltas) == NumModules,
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"Number of modules is not consistent with number of wheel "
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"locations provided in constructor.");
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wpi::array<SwerveModulePosition, NumModules> moduleDeltas{wheelDeltas...};
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return this->ToTwist2d(moduleDeltas);
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}
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template <size_t NumModules>
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Twist2d SwerveDriveKinematics<NumModules>::ToTwist2d(
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wpi::array<SwerveModulePosition, NumModules> moduleDeltas) const {
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Matrixd<NumModules * 2, 1> moduleDeltaMatrix;
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for (size_t i = 0; i < NumModules; ++i) {
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SwerveModulePosition module = moduleDeltas[i];
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moduleDeltaMatrix(i * 2, 0) = module.distance.value() * module.angle.Cos();
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moduleDeltaMatrix(i * 2 + 1, 0) =
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module.distance.value() * module.angle.Sin();
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}
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Eigen::Vector3d chassisDeltaVector =
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m_forwardKinematics.solve(moduleDeltaMatrix);
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return {units::meter_t{chassisDeltaVector(0)},
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units::meter_t{chassisDeltaVector(1)},
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units::radian_t{chassisDeltaVector(2)}};
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}
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template <size_t NumModules>
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void SwerveDriveKinematics<NumModules>::DesaturateWheelSpeeds(
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wpi::array<SwerveModuleState, NumModules>* moduleStates,
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@@ -12,7 +12,7 @@
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#include <wpi/timestamp.h>
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#include "SwerveDriveKinematics.h"
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#include "SwerveModuleState.h"
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#include "SwerveModulePosition.h"
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#include "frc/geometry/Pose2d.h"
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#include "units/time.h"
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@@ -35,11 +35,13 @@ class SwerveDriveOdometry {
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*
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* @param kinematics The swerve drive kinematics for your drivetrain.
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* @param gyroAngle The angle reported by the gyroscope.
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* @param modulePositions The wheel positions reported by each module.
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* @param initialPose The starting position of the robot on the field.
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*/
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SwerveDriveOdometry(SwerveDriveKinematics<NumModules> kinematics,
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const Rotation2d& gyroAngle,
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const Pose2d& initialPose = Pose2d{});
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SwerveDriveOdometry(
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SwerveDriveKinematics<NumModules> kinematics, const Rotation2d& gyroAngle,
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const wpi::array<SwerveModulePosition, NumModules> modulePositions,
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const Pose2d& initialPose = Pose2d{});
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/**
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* Resets the robot's position on the field.
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@@ -49,12 +51,25 @@ class SwerveDriveOdometry {
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*
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* @param pose The position on the field that your robot is at.
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* @param gyroAngle The angle reported by the gyroscope.
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* @param wheelPositions The wheel positions reported by each module.
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*/
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void ResetPosition(const Pose2d& pose, const Rotation2d& gyroAngle) {
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m_pose = pose;
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m_previousAngle = pose.Rotation();
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m_gyroOffset = m_pose.Rotation() - gyroAngle;
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}
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template <typename... ModulePositions>
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void ResetPosition(const Pose2d& pose, const Rotation2d& gyroAngle,
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ModulePositions&&... wheelPositions);
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/**
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* Resets the robot's position on the field.
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*
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* The gyroscope angle does not need to be reset here on the user's robot
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* code. The library automatically takes care of offsetting the gyro angle.
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*
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* @param pose The position on the field that your robot is at.
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* @param gyroAngle The angle reported by the gyroscope.
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* @param modulePositions The wheel positions reported by each module.
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*/
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void ResetPosition(
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const Pose2d& pose, const Rotation2d& gyroAngle,
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const wpi::array<SwerveModulePosition, NumModules> modulePositions);
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/**
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* Returns the position of the robot on the field.
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@@ -70,47 +85,44 @@ class SwerveDriveOdometry {
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* also takes in an angle parameter which is used instead of the
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* angular rate that is calculated from forward kinematics.
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*
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* @param currentTime The current time.
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* @param gyroAngle The angle reported by the gyroscope.
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* @param moduleStates The current state of all swerve modules. Please provide
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* the states in the same order in which you instantiated
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* your SwerveDriveKinematics.
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* @param wheelPositions The current position of all swerve modules. Please
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* provide the positions in the same order in which you instantiated your
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* SwerveDriveKinematics.
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*
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* @return The new pose of the robot.
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*/
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template <typename... ModuleStates>
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const Pose2d& UpdateWithTime(units::second_t currentTime,
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const Rotation2d& gyroAngle,
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ModuleStates&&... moduleStates);
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template <typename... ModulePositions>
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const Pose2d& Update(const Rotation2d& gyroAngle,
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ModulePositions&&... wheelPositions);
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/**
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* Updates the robot's position on the field using forward kinematics and
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* integration of the pose over time. This method automatically calculates
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* the current time to calculate period (difference between two timestamps).
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* The period is used to calculate the change in distance from a velocity.
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* This also takes in an angle parameter which is used instead of the
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* integration of the pose over time. This method takes in the current time as
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* a parameter to calculate period (difference between two timestamps). The
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* period is used to calculate the change in distance from a velocity. This
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* also takes in an angle parameter which is used instead of the
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* angular rate that is calculated from forward kinematics.
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*
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* @param gyroAngle The angle reported by the gyroscope.
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* @param moduleStates The current state of all swerve modules. Please provide
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* the states in the same order in which you instantiated
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* your SwerveDriveKinematics.
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* @param modulePositions The current position of all swerve modules. Please
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* provide the positions in the same order in which you instantiated your
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* SwerveDriveKinematics.
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*
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* @return The new pose of the robot.
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*/
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template <typename... ModuleStates>
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const Pose2d& Update(const Rotation2d& gyroAngle,
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ModuleStates&&... moduleStates) {
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return UpdateWithTime(wpi::Now() * 1.0e-6_s, gyroAngle, moduleStates...);
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}
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const Pose2d& Update(
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const Rotation2d& gyroAngle,
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const wpi::array<SwerveModulePosition, NumModules> modulePositions);
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private:
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SwerveDriveKinematics<NumModules> m_kinematics;
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Pose2d m_pose;
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units::second_t m_previousTime = -1_s;
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Rotation2d m_previousAngle;
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Rotation2d m_gyroOffset;
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wpi::array<SwerveModulePosition, NumModules> m_previousModulePositions;
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};
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extern template class EXPORT_TEMPLATE_DECLARE(WPILIB_DLLEXPORT)
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@@ -11,8 +11,11 @@ namespace frc {
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template <size_t NumModules>
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SwerveDriveOdometry<NumModules>::SwerveDriveOdometry(
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SwerveDriveKinematics<NumModules> kinematics, const Rotation2d& gyroAngle,
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const wpi::array<SwerveModulePosition, NumModules> modulePositions,
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const Pose2d& initialPose)
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: m_kinematics(kinematics), m_pose(initialPose) {
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: m_kinematics(kinematics),
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m_pose(initialPose),
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m_previousModulePositions(modulePositions) {
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m_previousAngle = m_pose.Rotation();
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m_gyroOffset = m_pose.Rotation() - gyroAngle;
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wpi::math::MathSharedStore::ReportUsage(
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@@ -20,24 +23,66 @@ SwerveDriveOdometry<NumModules>::SwerveDriveOdometry(
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}
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template <size_t NumModules>
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template <typename... ModuleStates>
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const Pose2d& frc::SwerveDriveOdometry<NumModules>::UpdateWithTime(
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units::second_t currentTime, const Rotation2d& gyroAngle,
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ModuleStates&&... moduleStates) {
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units::second_t deltaTime =
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(m_previousTime >= 0_s) ? currentTime - m_previousTime : 0_s;
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m_previousTime = currentTime;
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template <typename... ModulePositions>
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void SwerveDriveOdometry<NumModules>::ResetPosition(
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const Pose2d& pose, const Rotation2d& gyroAngle,
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ModulePositions&&... wheelPositions) {
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static_assert(sizeof...(wheelPositions) == NumModules,
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"Number of modules is not consistent with number of wheel "
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"locations provided in constructor.");
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wpi::array<SwerveModulePosition, NumModules> modulePositions{
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wheelPositions...};
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this->ResetPosition(pose, gyroAngle, modulePositions);
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}
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template <size_t NumModules>
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void SwerveDriveOdometry<NumModules>::ResetPosition(
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const Pose2d& pose, const Rotation2d& gyroAngle,
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const wpi::array<SwerveModulePosition, NumModules> modulePositions) {
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m_pose = pose;
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m_previousAngle = pose.Rotation();
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m_gyroOffset = m_pose.Rotation() - gyroAngle;
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m_previousModulePositions = modulePositions;
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}
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template <size_t NumModules>
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template <typename... ModulePositions>
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const Pose2d& frc::SwerveDriveOdometry<NumModules>::Update(
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const Rotation2d& gyroAngle, ModulePositions&&... wheelPositions) {
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static_assert(sizeof...(wheelPositions) == NumModules,
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"Number of modules is not consistent with number of wheel "
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"locations provided in constructor.");
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wpi::array<SwerveModulePosition, NumModules> modulePositions{
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wheelPositions...};
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return this->Update(gyroAngle, modulePositions);
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}
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template <size_t NumModules>
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const Pose2d& frc::SwerveDriveOdometry<NumModules>::Update(
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const Rotation2d& gyroAngle,
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const wpi::array<SwerveModulePosition, NumModules> modulePositions) {
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auto moduleDeltas =
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wpi::array<SwerveModulePosition, NumModules>(wpi::empty_array);
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for (size_t index = 0; index < modulePositions.size(); index++) {
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auto lastPosition = m_previousModulePositions[index];
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auto currentPosition = modulePositions[index];
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moduleDeltas[index] = {currentPosition.distance - lastPosition.distance,
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currentPosition.angle};
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}
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auto angle = gyroAngle + m_gyroOffset;
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auto [dx, dy, dtheta] = m_kinematics.ToChassisSpeeds(moduleStates...);
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static_cast<void>(dtheta);
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auto twist = m_kinematics.ToTwist2d(moduleDeltas);
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twist.dtheta = (angle - m_previousAngle).Radians();
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auto newPose = m_pose.Exp(
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{dx * deltaTime, dy * deltaTime, (angle - m_previousAngle).Radians()});
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auto newPose = m_pose.Exp(twist);
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m_previousAngle = angle;
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m_pose = {newPose.Translation(), angle};
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m_previousModulePositions = modulePositions;
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return m_pose;
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}
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@@ -0,0 +1,29 @@
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// Copyright (c) FIRST and other WPILib contributors.
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// Open Source Software; you can modify and/or share it under the terms of
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// the WPILib BSD license file in the root directory of this project.
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#pragma once
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#include <wpi/SymbolExports.h>
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#include "frc/geometry/Rotation2d.h"
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#include "units/angle.h"
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#include "units/length.h"
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#include "units/math.h"
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namespace frc {
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/**
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* Represents the position of one swerve module.
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*/
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struct WPILIB_DLLEXPORT SwerveModulePosition {
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/**
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* Distance the wheel of a module has traveled
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*/
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units::meter_t distance = 0_m;
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/**
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* Angle of the module.
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*/
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Rotation2d angle;
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};
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} // namespace frc
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