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[wpimath] Add DifferentialDriveFeedforward classes which wrap LinearPlantInversionFeedforward (#4598)
Co-authored-by: Tyler Veness <calcmogul@gmail.com>
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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.controller;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import edu.wpi.first.math.Matrix;
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import edu.wpi.first.math.VecBuilder;
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import edu.wpi.first.math.numbers.N1;
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import edu.wpi.first.math.numbers.N2;
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import edu.wpi.first.math.system.LinearSystem;
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import edu.wpi.first.math.system.plant.LinearSystemId;
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import org.junit.jupiter.api.Test;
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class DifferentialDriveFeedforwardTest {
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private static final double kVLinear = 1.0;
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private static final double kALinear = 1.0;
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private static final double kVAngular = 1.0;
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private static final double kAAngular = 1.0;
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private static final double trackwidth = 1.0;
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private static final double dtSeconds = 0.02;
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@Test
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void testCalculateWithTrackwidth() {
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DifferentialDriveFeedforward differentialDriveFeedforward =
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new DifferentialDriveFeedforward(kVLinear, kALinear, kVAngular, kAAngular, trackwidth);
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LinearSystem<N2, N2, N2> plant =
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LinearSystemId.identifyDrivetrainSystem(
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kVLinear, kALinear, kVAngular, kAAngular, trackwidth);
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for (int currentLeftVelocity = -4; currentLeftVelocity <= 4; currentLeftVelocity += 2) {
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for (int currentRightVelocity = -4; currentRightVelocity <= 4; currentRightVelocity += 2) {
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for (int nextLeftVelocity = -4; nextLeftVelocity <= 4; nextLeftVelocity += 2) {
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for (int nextRightVelocity = -4; nextRightVelocity <= 4; nextRightVelocity += 2) {
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DifferentialDriveWheelVoltages u =
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differentialDriveFeedforward.calculate(
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currentLeftVelocity,
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nextLeftVelocity,
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currentRightVelocity,
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nextRightVelocity,
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dtSeconds);
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Matrix<N2, N1> nextX =
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plant.calculateX(
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VecBuilder.fill(currentLeftVelocity, currentRightVelocity),
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VecBuilder.fill(u.left, u.right),
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dtSeconds);
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assertEquals(nextX.get(0, 0), nextLeftVelocity, 1e-6);
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assertEquals(nextX.get(1, 0), nextRightVelocity, 1e-6);
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}
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}
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}
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}
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}
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@Test
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void testCalculateWithoutTrackwidth() {
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DifferentialDriveFeedforward differentialDriveFeedforward =
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new DifferentialDriveFeedforward(kVLinear, kALinear, kVAngular, kAAngular);
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LinearSystem<N2, N2, N2> plant =
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LinearSystemId.identifyDrivetrainSystem(kVLinear, kALinear, kVAngular, kAAngular);
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for (int currentLeftVelocity = -4; currentLeftVelocity <= 4; currentLeftVelocity += 2) {
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for (int currentRightVelocity = -4; currentRightVelocity <= 4; currentRightVelocity += 2) {
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for (int nextLeftVelocity = -4; nextLeftVelocity <= 4; nextLeftVelocity += 2) {
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for (int nextRightVelocity = -4; nextRightVelocity <= 4; nextRightVelocity += 2) {
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DifferentialDriveWheelVoltages u =
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differentialDriveFeedforward.calculate(
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currentLeftVelocity,
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nextLeftVelocity,
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currentRightVelocity,
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nextRightVelocity,
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dtSeconds);
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Matrix<N2, N1> nextX =
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plant.calculateX(
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VecBuilder.fill(currentLeftVelocity, currentRightVelocity),
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VecBuilder.fill(u.left, u.right),
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dtSeconds);
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assertEquals(nextX.get(0, 0), nextLeftVelocity, 1e-6);
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assertEquals(nextX.get(1, 0), nextRightVelocity, 1e-6);
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}
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}
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}
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}
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}
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}
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@@ -0,0 +1,84 @@
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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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#include <gtest/gtest.h>
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#include <cmath>
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#include "frc/EigenCore.h"
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#include "frc/controller/DifferentialDriveFeedforward.h"
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#include "frc/controller/LinearPlantInversionFeedforward.h"
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#include "frc/system/plant/LinearSystemId.h"
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#include "units/acceleration.h"
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#include "units/length.h"
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#include "units/time.h"
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TEST(DifferentialDriveFeedforwardTest, CalculateWithTrackwidth) {
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constexpr auto kVLinear = 1_V / 1_mps;
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constexpr auto kALinear = 1_V / 1_mps_sq;
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constexpr auto kVAngular = 1_V / 1_rad_per_s;
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constexpr auto kAAngular = 1_V / 1_rad_per_s_sq;
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constexpr auto trackwidth = 1_m;
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constexpr auto dt = 20_ms;
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frc::DifferentialDriveFeedforward differentialDriveFeedforward{
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kVLinear, kALinear, kVAngular, kAAngular, trackwidth};
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frc::LinearSystem<2, 2, 2> plant =
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frc::LinearSystemId::IdentifyDrivetrainSystem(
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kVLinear, kALinear, kVAngular, kAAngular, trackwidth);
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for (auto currentLeftVelocity = -4_mps; currentLeftVelocity <= 4_mps;
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currentLeftVelocity += 2_mps) {
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for (auto currentRightVelocity = -4_mps; currentRightVelocity <= 4_mps;
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currentRightVelocity += 2_mps) {
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for (auto nextLeftVelocity = -4_mps; nextLeftVelocity <= 4_mps;
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nextLeftVelocity += 2_mps) {
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for (auto nextRightVelocity = -4_mps; nextRightVelocity <= 4_mps;
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nextRightVelocity += 2_mps) {
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auto [left, right] = differentialDriveFeedforward.Calculate(
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currentLeftVelocity, nextLeftVelocity, currentRightVelocity,
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nextRightVelocity, dt);
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frc::Matrixd<2, 1> nextX = plant.CalculateX(
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frc::Vectord<2>{currentLeftVelocity, currentRightVelocity},
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frc::Vectord<2>{left, right}, dt);
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EXPECT_NEAR(nextX(0), nextLeftVelocity.value(), 1e-6);
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EXPECT_NEAR(nextX(1), nextRightVelocity.value(), 1e-6);
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}
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}
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}
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}
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}
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TEST(DifferentialDriveFeedforwardTest, CalculateWithoutTrackwidth) {
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constexpr auto kVLinear = 1_V / 1_mps;
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constexpr auto kALinear = 1_V / 1_mps_sq;
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constexpr auto kVAngular = 1_V / 1_mps;
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constexpr auto kAAngular = 1_V / 1_mps_sq;
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constexpr auto dt = 20_ms;
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frc::DifferentialDriveFeedforward differentialDriveFeedforward{
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kVLinear, kALinear, kVAngular, kAAngular};
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frc::LinearSystem<2, 2, 2> plant =
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frc::LinearSystemId::IdentifyDrivetrainSystem(kVLinear, kALinear,
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kVAngular, kAAngular);
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for (auto currentLeftVelocity = -4_mps; currentLeftVelocity <= 4_mps;
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currentLeftVelocity += 2_mps) {
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for (auto currentRightVelocity = -4_mps; currentRightVelocity <= 4_mps;
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currentRightVelocity += 2_mps) {
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for (auto nextLeftVelocity = -4_mps; nextLeftVelocity <= 4_mps;
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nextLeftVelocity += 2_mps) {
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for (auto nextRightVelocity = -4_mps; nextRightVelocity <= 4_mps;
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nextRightVelocity += 2_mps) {
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auto [left, right] = differentialDriveFeedforward.Calculate(
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currentLeftVelocity, nextLeftVelocity, currentRightVelocity,
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nextRightVelocity, dt);
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frc::Matrixd<2, 1> nextX = plant.CalculateX(
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frc::Vectord<2>{currentLeftVelocity, currentRightVelocity},
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frc::Vectord<2>{left, right}, dt);
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EXPECT_NEAR(nextX(0), nextLeftVelocity.value(), 1e-6);
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EXPECT_NEAR(nextX(1), nextRightVelocity.value(), 1e-6);
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}
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}
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}
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}
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}
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