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[wpimath] Position Delta Odometry for Swerve (#4493)
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@@ -8,6 +8,7 @@ import edu.wpi.first.math.MathSharedStore;
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import edu.wpi.first.math.MathUsageId;
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import edu.wpi.first.math.geometry.Rotation2d;
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import edu.wpi.first.math.geometry.Translation2d;
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import edu.wpi.first.math.geometry.Twist2d;
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import java.util.Arrays;
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import java.util.Collections;
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import org.ejml.simple.SimpleMatrix;
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@@ -185,6 +186,35 @@ public class SwerveDriveKinematics {
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chassisSpeedsVector.get(2, 0));
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}
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/**
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* Performs forward kinematics to return the resulting chassis state from the given module states.
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* This method is often used for odometry -- determining the robot's position on the field using
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* data from the real-world speed 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 SwerveModulePosition
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* type) as measured from respective encoders and gyros. The order of the swerve module states
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* should be same as passed into the constructor of this class.
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* @return The resulting Twist2d.
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*/
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public Twist2d toTwist2d(SwerveModulePosition... wheelDeltas) {
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if (wheelDeltas.length != m_numModules) {
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throw new IllegalArgumentException(
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"Number of modules is not consistent with number of wheel locations provided in "
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+ "constructor");
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}
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var moduleDeltaMatrix = new SimpleMatrix(m_numModules * 2, 1);
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for (int i = 0; i < m_numModules; i++) {
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var module = wheelDeltas[i];
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moduleDeltaMatrix.set(i * 2, 0, module.distanceMeters * module.angle.getCos());
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moduleDeltaMatrix.set(i * 2 + 1, module.distanceMeters * module.angle.getSin());
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}
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var chassisDeltaVector = m_forwardKinematics.mult(moduleDeltaMatrix);
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return new Twist2d(
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chassisDeltaVector.get(0, 0), chassisDeltaVector.get(1, 0), chassisDeltaVector.get(2, 0));
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}
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/**
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* Renormalizes the wheel speeds if any individual speed is above the specified maximum.
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*
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@@ -8,8 +8,6 @@ import edu.wpi.first.math.MathSharedStore;
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import edu.wpi.first.math.MathUsageId;
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import edu.wpi.first.math.geometry.Pose2d;
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import edu.wpi.first.math.geometry.Rotation2d;
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import edu.wpi.first.math.geometry.Twist2d;
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import edu.wpi.first.util.WPIUtilJNI;
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/**
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* Class for swerve drive odometry. Odometry allows you to track the robot's position on the field
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@@ -22,24 +20,38 @@ import edu.wpi.first.util.WPIUtilJNI;
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public class SwerveDriveOdometry {
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private final SwerveDriveKinematics m_kinematics;
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private Pose2d m_poseMeters;
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private double m_prevTimeSeconds = -1;
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private Rotation2d m_gyroOffset;
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private Rotation2d m_previousAngle;
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private final int m_numModules;
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private SwerveModulePosition[] m_previousModulePositions;
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/**
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* Constructs a SwerveDriveOdometry object.
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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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public SwerveDriveOdometry(
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SwerveDriveKinematics kinematics, Rotation2d gyroAngle, Pose2d initialPose) {
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SwerveDriveKinematics kinematics,
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Rotation2d gyroAngle,
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SwerveModulePosition[] modulePositions,
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Pose2d initialPose) {
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m_kinematics = kinematics;
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m_poseMeters = initialPose;
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m_gyroOffset = m_poseMeters.getRotation().minus(gyroAngle);
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m_previousAngle = initialPose.getRotation();
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m_numModules = modulePositions.length;
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m_previousModulePositions = new SwerveModulePosition[m_numModules];
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for (int index = 0; index < m_numModules; index++) {
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m_previousModulePositions[index] =
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new SwerveModulePosition(
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modulePositions[index].distanceMeters, modulePositions[index].angle);
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}
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MathSharedStore.reportUsage(MathUsageId.kOdometry_SwerveDrive, 1);
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}
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@@ -48,9 +60,13 @@ public 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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*/
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public SwerveDriveOdometry(SwerveDriveKinematics kinematics, Rotation2d gyroAngle) {
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this(kinematics, gyroAngle, new Pose2d());
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public SwerveDriveOdometry(
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SwerveDriveKinematics kinematics,
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Rotation2d gyroAngle,
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SwerveModulePosition... modulePositions) {
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this(kinematics, gyroAngle, modulePositions, new Pose2d());
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}
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/**
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@@ -61,11 +77,24 @@ public 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 modulePositions The wheel positions reported by each module.
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*/
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public void resetPosition(Pose2d pose, Rotation2d gyroAngle) {
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public void resetPosition(
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Pose2d pose, Rotation2d gyroAngle, SwerveModulePosition... modulePositions) {
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if (modulePositions.length != m_numModules) {
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throw new IllegalArgumentException(
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"Number of modules is not consistent with number of wheel locations provided in "
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+ "constructor");
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}
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m_poseMeters = pose;
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m_previousAngle = pose.getRotation();
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m_gyroOffset = m_poseMeters.getRotation().minus(gyroAngle);
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for (int index = 0; index < m_numModules; index++) {
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m_previousModulePositions[index] =
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new SwerveModulePosition(
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modulePositions[index].distanceMeters, modulePositions[index].angle);
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}
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}
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/**
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@@ -77,40 +106,6 @@ public class SwerveDriveOdometry {
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return m_poseMeters;
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}
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/**
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* Updates the robot's position on the field using forward kinematics and integration of the pose
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* over time. This method takes in the current time as a parameter to calculate period (difference
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* between two timestamps). The period is used to calculate the change in distance from a
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* velocity. This also takes in an angle parameter which is used instead of the angular rate that
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* is calculated from forward kinematics.
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*
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* @param currentTimeSeconds The current time in seconds.
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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 the states in the
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* same order in which you instantiated your SwerveDriveKinematics.
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* @return The new pose of the robot.
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*/
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public Pose2d updateWithTime(
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double currentTimeSeconds, Rotation2d gyroAngle, SwerveModuleState... moduleStates) {
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double period = m_prevTimeSeconds >= 0 ? currentTimeSeconds - m_prevTimeSeconds : 0.0;
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m_prevTimeSeconds = currentTimeSeconds;
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var angle = gyroAngle.plus(m_gyroOffset);
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var chassisState = m_kinematics.toChassisSpeeds(moduleStates);
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var newPose =
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m_poseMeters.exp(
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new Twist2d(
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chassisState.vxMetersPerSecond * period,
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chassisState.vyMetersPerSecond * period,
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angle.minus(m_previousAngle).getRadians()));
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m_previousAngle = angle;
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m_poseMeters = new Pose2d(newPose.getTranslation(), angle);
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return m_poseMeters;
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}
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/**
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* Updates the robot's position on the field using forward kinematics and integration of the pose
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* over time. This method automatically calculates the current time to calculate period
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@@ -119,11 +114,40 @@ public class SwerveDriveOdometry {
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* 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 the states in the
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* same order in which you instantiated your SwerveDriveKinematics.
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* @param modulePositions The current position of all swerve modules. Please provide the positions
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* in the same order in which you instantiated your SwerveDriveKinematics.
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* @return The new pose of the robot.
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*/
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public Pose2d update(Rotation2d gyroAngle, SwerveModuleState... moduleStates) {
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return updateWithTime(WPIUtilJNI.now() * 1.0e-6, gyroAngle, moduleStates);
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public Pose2d update(Rotation2d gyroAngle, SwerveModulePosition... modulePositions) {
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if (modulePositions.length != m_numModules) {
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throw new IllegalArgumentException(
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"Number of modules is not consistent with number of wheel locations provided in "
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+ "constructor");
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}
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var moduleDeltas = new SwerveModulePosition[m_numModules];
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for (int index = 0; index < m_numModules; index++) {
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var current = modulePositions[index];
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var previous = m_previousModulePositions[index];
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moduleDeltas[index] =
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new SwerveModulePosition(current.distanceMeters - previous.distanceMeters, current.angle);
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}
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var angle = gyroAngle.plus(m_gyroOffset);
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var twist = m_kinematics.toTwist2d(moduleDeltas);
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twist.dtheta = angle.minus(m_previousAngle).getRadians();
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var newPose = m_poseMeters.exp(twist);
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m_previousAngle = angle;
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m_poseMeters = new Pose2d(newPose.getTranslation(), angle);
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for (int index = 0; index < m_numModules; index++) {
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m_previousModulePositions[index] =
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new SwerveModulePosition(
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modulePositions[index].distanceMeters, modulePositions[index].angle);
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}
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return m_poseMeters;
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}
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}
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@@ -0,0 +1,62 @@
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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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package edu.wpi.first.math.kinematics;
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import edu.wpi.first.math.geometry.Rotation2d;
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import java.util.Objects;
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/** Represents the state of one swerve module. */
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public class SwerveModulePosition implements Comparable<SwerveModulePosition> {
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/** Distance measured by the wheel of the module. */
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public double distanceMeters;
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/** Angle of the module. */
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public Rotation2d angle = Rotation2d.fromDegrees(0);
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/** Constructs a SwerveModulePosition with zeros for speed and angle. */
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public SwerveModulePosition() {}
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/**
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* Constructs a SwerveModulePosition.
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*
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* @param distanceMeters The distance measured by the wheel of the module.
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* @param angle The angle of the module.
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*/
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public SwerveModulePosition(double distanceMeters, Rotation2d angle) {
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this.distanceMeters = distanceMeters;
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this.angle = angle;
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}
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@Override
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public boolean equals(Object obj) {
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if (obj instanceof SwerveModulePosition) {
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return Double.compare(distanceMeters, ((SwerveModulePosition) obj).distanceMeters) == 0;
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}
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return false;
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}
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@Override
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public int hashCode() {
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return Objects.hash(distanceMeters);
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}
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/**
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* Compares two swerve module positions. One swerve module is "greater" than the other if its
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* speed is higher than the other.
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*
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* @param other The other swerve module.
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* @return 1 if this is greater, 0 if both are equal, -1 if other is greater.
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*/
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@Override
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public int compareTo(SwerveModulePosition other) {
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return Double.compare(this.distanceMeters, other.distanceMeters);
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}
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@Override
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public String toString() {
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return String.format(
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"SwerveModulePosition(Distance: %.2f m/s, Angle: %s)", distanceMeters, angle);
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}
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}
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