[wpimath] Position Delta Odometry for Mecanum (#4514)

This commit is contained in:
Jordan McMichael
2022-10-25 15:28:59 -04:00
committed by GitHub
parent 4170ec6107
commit 901fc555f4
28 changed files with 1222 additions and 235 deletions

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@@ -7,6 +7,7 @@ package edu.wpi.first.math.kinematics;
import edu.wpi.first.math.MathSharedStore;
import edu.wpi.first.math.MathUsageId;
import edu.wpi.first.math.geometry.Translation2d;
import edu.wpi.first.math.geometry.Twist2d;
import org.ejml.simple.SimpleMatrix;
/**
@@ -153,6 +154,28 @@ public class MecanumDriveKinematics {
chassisSpeedsVector.get(2, 0));
}
/**
* Performs forward kinematics to return the resulting Twist2d from the given wheel deltas. This
* method is often used for odometry -- determining the robot's position on the field using
* changes in the distance driven by each wheel on the robot.
*
* @param wheelDeltas The distances driven by each wheel.
* @return The resulting Twist2d.
*/
public Twist2d toTwist2d(MecanumDriveWheelPositions wheelDeltas) {
var wheelDeltasVector = new SimpleMatrix(4, 1);
wheelDeltasVector.setColumn(
0,
0,
wheelDeltas.frontLeftMeters,
wheelDeltas.frontRightMeters,
wheelDeltas.rearLeftMeters,
wheelDeltas.rearRightMeters);
var twist = m_forwardKinematics.mult(wheelDeltasVector);
return new Twist2d(twist.get(0, 0), twist.get(1, 0), twist.get(2, 0));
}
/**
* Construct inverse kinematics matrix from wheel locations.
*

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@@ -8,8 +8,6 @@ import edu.wpi.first.math.MathSharedStore;
import edu.wpi.first.math.MathUsageId;
import edu.wpi.first.math.geometry.Pose2d;
import edu.wpi.first.math.geometry.Rotation2d;
import edu.wpi.first.math.geometry.Twist2d;
import edu.wpi.first.util.WPIUtilJNI;
/**
* Class for mecanum drive odometry. Odometry allows you to track the robot's position on the field
@@ -21,7 +19,7 @@ import edu.wpi.first.util.WPIUtilJNI;
public class MecanumDriveOdometry {
private final MecanumDriveKinematics m_kinematics;
private Pose2d m_poseMeters;
private double m_prevTimeSeconds = -1;
private MecanumDriveWheelPositions m_previousWheelPositions;
private Rotation2d m_gyroOffset;
private Rotation2d m_previousAngle;
@@ -31,14 +29,24 @@ public class MecanumDriveOdometry {
*
* @param kinematics The mecanum drive kinematics for your drivetrain.
* @param gyroAngle The angle reported by the gyroscope.
* @param wheelPositions The distances driven by each wheel.
* @param initialPoseMeters The starting position of the robot on the field.
*/
public MecanumDriveOdometry(
MecanumDriveKinematics kinematics, Rotation2d gyroAngle, Pose2d initialPoseMeters) {
MecanumDriveKinematics kinematics,
Rotation2d gyroAngle,
MecanumDriveWheelPositions wheelPositions,
Pose2d initialPoseMeters) {
m_kinematics = kinematics;
m_poseMeters = initialPoseMeters;
m_gyroOffset = m_poseMeters.getRotation().minus(gyroAngle);
m_previousAngle = initialPoseMeters.getRotation();
m_previousWheelPositions =
new MecanumDriveWheelPositions(
wheelPositions.frontLeftMeters,
wheelPositions.frontRightMeters,
wheelPositions.rearLeftMeters,
wheelPositions.rearRightMeters);
MathSharedStore.reportUsage(MathUsageId.kOdometry_MecanumDrive, 1);
}
@@ -47,9 +55,13 @@ public class MecanumDriveOdometry {
*
* @param kinematics The mecanum drive kinematics for your drivetrain.
* @param gyroAngle The angle reported by the gyroscope.
* @param wheelPositions The distances driven by each wheel.
*/
public MecanumDriveOdometry(MecanumDriveKinematics kinematics, Rotation2d gyroAngle) {
this(kinematics, gyroAngle, new Pose2d());
public MecanumDriveOdometry(
MecanumDriveKinematics kinematics,
Rotation2d gyroAngle,
MecanumDriveWheelPositions wheelPositions) {
this(kinematics, gyroAngle, wheelPositions, new Pose2d());
}
/**
@@ -60,11 +72,19 @@ public class MecanumDriveOdometry {
*
* @param poseMeters The position on the field that your robot is at.
* @param gyroAngle The angle reported by the gyroscope.
* @param wheelPositions The distances driven by each wheel.
*/
public void resetPosition(Pose2d poseMeters, Rotation2d gyroAngle) {
public void resetPosition(
Pose2d poseMeters, Rotation2d gyroAngle, MecanumDriveWheelPositions wheelPositions) {
m_poseMeters = poseMeters;
m_previousAngle = poseMeters.getRotation();
m_gyroOffset = m_poseMeters.getRotation().minus(gyroAngle);
m_previousWheelPositions =
new MecanumDriveWheelPositions(
wheelPositions.frontLeftMeters,
wheelPositions.frontRightMeters,
wheelPositions.rearLeftMeters,
wheelPositions.rearRightMeters);
}
/**
@@ -78,48 +98,37 @@ public class MecanumDriveOdometry {
/**
* Updates the robot's position on the field using forward kinematics and integration of the pose
* over time. This method takes in the current time as a parameter to calculate period (difference
* between two timestamps). The period is used to calculate the change in distance from a
* velocity. This also takes in an angle parameter which is used instead of the angular rate that
* is calculated from forward kinematics.
* over time. This method takes in an angle parameter which is used instead of the angular rate
* that is calculated from forward kinematics, in addition to the current distance measurement at
* each wheel.
*
* @param currentTimeSeconds The current time in seconds.
* @param gyroAngle The angle reported by the gyroscope.
* @param wheelSpeeds The current wheel speeds.
* @param wheelPositions The distances driven by each wheel.
* @return The new pose of the robot.
*/
public Pose2d updateWithTime(
double currentTimeSeconds, Rotation2d gyroAngle, MecanumDriveWheelSpeeds wheelSpeeds) {
double period = m_prevTimeSeconds >= 0 ? currentTimeSeconds - m_prevTimeSeconds : 0.0;
m_prevTimeSeconds = currentTimeSeconds;
public Pose2d update(Rotation2d gyroAngle, MecanumDriveWheelPositions wheelPositions) {
var angle = gyroAngle.plus(m_gyroOffset);
var chassisState = m_kinematics.toChassisSpeeds(wheelSpeeds);
var newPose =
m_poseMeters.exp(
new Twist2d(
chassisState.vxMetersPerSecond * period,
chassisState.vyMetersPerSecond * period,
angle.minus(m_previousAngle).getRadians()));
var wheelDeltas =
new MecanumDriveWheelPositions(
wheelPositions.frontLeftMeters - m_previousWheelPositions.frontLeftMeters,
wheelPositions.frontRightMeters - m_previousWheelPositions.frontRightMeters,
wheelPositions.rearLeftMeters - m_previousWheelPositions.rearLeftMeters,
wheelPositions.rearRightMeters - m_previousWheelPositions.rearRightMeters);
var twist = m_kinematics.toTwist2d(wheelDeltas);
twist.dtheta = angle.minus(m_previousAngle).getRadians();
var newPose = m_poseMeters.exp(twist);
m_previousAngle = angle;
m_poseMeters = new Pose2d(newPose.getTranslation(), angle);
m_previousWheelPositions =
new MecanumDriveWheelPositions(
wheelPositions.frontLeftMeters,
wheelPositions.frontRightMeters,
wheelPositions.rearLeftMeters,
wheelPositions.rearRightMeters);
return m_poseMeters;
}
/**
* Updates the robot's position on the field using forward kinematics and integration of the pose
* over time. This method automatically calculates the current time to calculate period
* (difference between two timestamps). The period is used to calculate the change in distance
* from a velocity. This also takes in an angle parameter which is used instead of the angular
* rate that is calculated from forward kinematics.
*
* @param gyroAngle The angle reported by the gyroscope.
* @param wheelSpeeds The current wheel speeds.
* @return The new pose of the robot.
*/
public Pose2d update(Rotation2d gyroAngle, MecanumDriveWheelSpeeds wheelSpeeds) {
return updateWithTime(WPIUtilJNI.now() * 1.0e-6, gyroAngle, wheelSpeeds);
}
}

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@@ -0,0 +1,49 @@
// Copyright (c) FIRST and other WPILib contributors.
// Open Source Software; you can modify and/or share it under the terms of
// the WPILib BSD license file in the root directory of this project.
package edu.wpi.first.math.kinematics;
public class MecanumDriveWheelPositions {
/** Distance measured by the front left wheel. */
public double frontLeftMeters;
/** Distance measured by the front right wheel. */
public double frontRightMeters;
/** Distance measured by the rear left wheel. */
public double rearLeftMeters;
/** Distance measured by the rear right wheel. */
public double rearRightMeters;
/** Constructs a MecanumDriveWheelPositions with zeros for all member fields. */
public MecanumDriveWheelPositions() {}
/**
* Constructs a MecanumDriveWheelPositions.
*
* @param frontLeftMeters Distance measured by the front left wheel.
* @param frontRightMeters Distance measured by the front right wheel.
* @param rearLeftMeters Distance measured by the rear left wheel.
* @param rearRightMeters Distance measured by the rear right wheel.
*/
public MecanumDriveWheelPositions(
double frontLeftMeters,
double frontRightMeters,
double rearLeftMeters,
double rearRightMeters) {
this.frontLeftMeters = frontLeftMeters;
this.frontRightMeters = frontRightMeters;
this.rearLeftMeters = rearLeftMeters;
this.rearRightMeters = rearRightMeters;
}
@Override
public String toString() {
return String.format(
"MecanumDriveWheelPositions(Front Left: %.2f m, Front Right: %.2f m, "
+ "Rear Left: %.2f m, Rear Right: %.2f m)",
frontLeftMeters, frontRightMeters, rearLeftMeters, rearRightMeters);
}
}