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[wpimath] Position Delta Odometry for Mecanum (#4514)
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@@ -7,6 +7,7 @@ package edu.wpi.first.math.kinematics;
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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.Translation2d;
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import edu.wpi.first.math.geometry.Twist2d;
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import org.ejml.simple.SimpleMatrix;
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/**
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@@ -153,6 +154,28 @@ public class MecanumDriveKinematics {
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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 Twist2d from the given wheel deltas. This
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* method is often used for odometry -- determining the robot's position on the field using
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* changes in the distance driven by each wheel on the robot.
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*
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* @param wheelDeltas The distances driven by each wheel.
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* @return The resulting Twist2d.
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*/
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public Twist2d toTwist2d(MecanumDriveWheelPositions wheelDeltas) {
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var wheelDeltasVector = new SimpleMatrix(4, 1);
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wheelDeltasVector.setColumn(
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0,
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0,
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wheelDeltas.frontLeftMeters,
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wheelDeltas.frontRightMeters,
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wheelDeltas.rearLeftMeters,
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wheelDeltas.rearRightMeters);
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var twist = m_forwardKinematics.mult(wheelDeltasVector);
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return new Twist2d(twist.get(0, 0), twist.get(1, 0), twist.get(2, 0));
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}
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/**
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* Construct inverse kinematics matrix from wheel locations.
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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 mecanum drive odometry. Odometry allows you to track the robot's position on the field
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@@ -21,7 +19,7 @@ import edu.wpi.first.util.WPIUtilJNI;
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public class MecanumDriveOdometry {
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private final MecanumDriveKinematics m_kinematics;
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private Pose2d m_poseMeters;
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private double m_prevTimeSeconds = -1;
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private MecanumDriveWheelPositions m_previousWheelPositions;
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private Rotation2d m_gyroOffset;
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private Rotation2d m_previousAngle;
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@@ -31,14 +29,24 @@ public class MecanumDriveOdometry {
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*
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* @param kinematics The mecanum drive kinematics for your drivetrain.
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* @param gyroAngle The angle reported by the gyroscope.
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* @param wheelPositions The distances driven by each wheel.
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* @param initialPoseMeters The starting position of the robot on the field.
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*/
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public MecanumDriveOdometry(
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MecanumDriveKinematics kinematics, Rotation2d gyroAngle, Pose2d initialPoseMeters) {
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MecanumDriveKinematics kinematics,
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Rotation2d gyroAngle,
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MecanumDriveWheelPositions wheelPositions,
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Pose2d initialPoseMeters) {
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m_kinematics = kinematics;
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m_poseMeters = initialPoseMeters;
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m_gyroOffset = m_poseMeters.getRotation().minus(gyroAngle);
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m_previousAngle = initialPoseMeters.getRotation();
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m_previousWheelPositions =
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new MecanumDriveWheelPositions(
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wheelPositions.frontLeftMeters,
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wheelPositions.frontRightMeters,
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wheelPositions.rearLeftMeters,
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wheelPositions.rearRightMeters);
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MathSharedStore.reportUsage(MathUsageId.kOdometry_MecanumDrive, 1);
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}
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@@ -47,9 +55,13 @@ public class MecanumDriveOdometry {
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*
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* @param kinematics The mecanum drive kinematics for your drivetrain.
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* @param gyroAngle The angle reported by the gyroscope.
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* @param wheelPositions The distances driven by each wheel.
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*/
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public MecanumDriveOdometry(MecanumDriveKinematics kinematics, Rotation2d gyroAngle) {
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this(kinematics, gyroAngle, new Pose2d());
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public MecanumDriveOdometry(
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MecanumDriveKinematics kinematics,
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Rotation2d gyroAngle,
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MecanumDriveWheelPositions wheelPositions) {
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this(kinematics, gyroAngle, wheelPositions, new Pose2d());
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}
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/**
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@@ -60,11 +72,19 @@ public class MecanumDriveOdometry {
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*
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* @param poseMeters 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 distances driven by each wheel.
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*/
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public void resetPosition(Pose2d poseMeters, Rotation2d gyroAngle) {
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public void resetPosition(
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Pose2d poseMeters, Rotation2d gyroAngle, MecanumDriveWheelPositions wheelPositions) {
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m_poseMeters = poseMeters;
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m_previousAngle = poseMeters.getRotation();
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m_gyroOffset = m_poseMeters.getRotation().minus(gyroAngle);
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m_previousWheelPositions =
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new MecanumDriveWheelPositions(
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wheelPositions.frontLeftMeters,
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wheelPositions.frontRightMeters,
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wheelPositions.rearLeftMeters,
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wheelPositions.rearRightMeters);
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}
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/**
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@@ -78,48 +98,37 @@ public class MecanumDriveOdometry {
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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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* over time. This method takes in an angle parameter which is used instead of the angular rate
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* that is calculated from forward kinematics, in addition to the current distance measurement at
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* each wheel.
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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 wheelSpeeds The current wheel speeds.
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* @param wheelPositions The distances driven by each wheel.
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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, MecanumDriveWheelSpeeds wheelSpeeds) {
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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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public Pose2d update(Rotation2d gyroAngle, MecanumDriveWheelPositions wheelPositions) {
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var angle = gyroAngle.plus(m_gyroOffset);
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var chassisState = m_kinematics.toChassisSpeeds(wheelSpeeds);
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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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var wheelDeltas =
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new MecanumDriveWheelPositions(
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wheelPositions.frontLeftMeters - m_previousWheelPositions.frontLeftMeters,
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wheelPositions.frontRightMeters - m_previousWheelPositions.frontRightMeters,
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wheelPositions.rearLeftMeters - m_previousWheelPositions.rearLeftMeters,
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wheelPositions.rearRightMeters - m_previousWheelPositions.rearRightMeters);
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var twist = m_kinematics.toTwist2d(wheelDeltas);
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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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m_previousWheelPositions =
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new MecanumDriveWheelPositions(
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wheelPositions.frontLeftMeters,
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wheelPositions.frontRightMeters,
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wheelPositions.rearLeftMeters,
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wheelPositions.rearRightMeters);
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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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* (difference between two timestamps). The period is used to calculate the change in distance
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* from a velocity. This also takes in an angle parameter which is used instead of the angular
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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 wheelSpeeds The current wheel speeds.
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* @return The new pose of the robot.
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*/
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public Pose2d update(Rotation2d gyroAngle, MecanumDriveWheelSpeeds wheelSpeeds) {
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return updateWithTime(WPIUtilJNI.now() * 1.0e-6, gyroAngle, wheelSpeeds);
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}
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}
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@@ -0,0 +1,49 @@
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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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public class MecanumDriveWheelPositions {
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/** Distance measured by the front left wheel. */
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public double frontLeftMeters;
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/** Distance measured by the front right wheel. */
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public double frontRightMeters;
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/** Distance measured by the rear left wheel. */
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public double rearLeftMeters;
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/** Distance measured by the rear right wheel. */
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public double rearRightMeters;
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/** Constructs a MecanumDriveWheelPositions with zeros for all member fields. */
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public MecanumDriveWheelPositions() {}
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/**
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* Constructs a MecanumDriveWheelPositions.
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*
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* @param frontLeftMeters Distance measured by the front left wheel.
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* @param frontRightMeters Distance measured by the front right wheel.
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* @param rearLeftMeters Distance measured by the rear left wheel.
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* @param rearRightMeters Distance measured by the rear right wheel.
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*/
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public MecanumDriveWheelPositions(
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double frontLeftMeters,
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double frontRightMeters,
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double rearLeftMeters,
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double rearRightMeters) {
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this.frontLeftMeters = frontLeftMeters;
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this.frontRightMeters = frontRightMeters;
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this.rearLeftMeters = rearLeftMeters;
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this.rearRightMeters = rearRightMeters;
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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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"MecanumDriveWheelPositions(Front Left: %.2f m, Front Right: %.2f m, "
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+ "Rear Left: %.2f m, Rear Right: %.2f m)",
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frontLeftMeters, frontRightMeters, rearLeftMeters, rearRightMeters);
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}
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}
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