[wpimath] Add ArmFeedforward calculate() overload that takes current and next velocity instead of acceleration (#6540)

Co-authored-by: Tyler Veness <calcmogul@gmail.com>
This commit is contained in:
Nicholas Armstrong
2024-04-28 15:01:08 -04:00
committed by GitHub
parent 1727c74b80
commit 1ec089c7f9
8 changed files with 355 additions and 28 deletions

View File

@@ -6,6 +6,13 @@ package edu.wpi.first.math.controller;
import static org.junit.jupiter.api.Assertions.assertEquals;
import edu.wpi.first.math.MatBuilder;
import edu.wpi.first.math.Matrix;
import edu.wpi.first.math.Nat;
import edu.wpi.first.math.numbers.N1;
import edu.wpi.first.math.numbers.N2;
import edu.wpi.first.math.system.NumericalIntegration;
import java.util.function.BiFunction;
import org.junit.jupiter.api.Test;
class ArmFeedforwardTest {
@@ -15,12 +22,69 @@ class ArmFeedforwardTest {
private static final double ka = 2;
private final ArmFeedforward m_armFF = new ArmFeedforward(ks, kg, kv, ka);
/**
* Simulates a single-jointed arm and returns the final state.
*
* @param currentAngle The starting angle in radians.
* @param currentVelocity The starting angular velocity in radians per second.
* @param input The input voltage.
* @param dt The simulation time in seconds.
* @return The final state as a 2-vector of angle and angular velocity.
*/
private Matrix<N2, N1> simulate(
double currentAngle, double currentVelocity, double input, double dt) {
final Matrix<N2, N2> A =
new Matrix<>(Nat.N2(), Nat.N2(), new double[] {0.0, 1.0, 0.0, -kv / ka});
final Matrix<N2, N1> B = new Matrix<>(Nat.N2(), Nat.N1(), new double[] {0.0, 1.0 / ka});
final BiFunction<Matrix<N2, N1>, Matrix<N1, N1>, Matrix<N2, N1>> f =
(x, u) -> {
Matrix<N2, N1> c =
MatBuilder.fill(
Nat.N2(),
Nat.N1(),
0.0,
Math.signum(x.get(1, 0)) * (-ks / ka) - (kg / ka) * Math.cos(x.get(0, 0)));
return A.times(x).plus(B.times(u)).plus(c);
};
return NumericalIntegration.rk4(
f,
MatBuilder.fill(Nat.N2(), Nat.N1(), currentAngle, currentVelocity),
MatBuilder.fill(Nat.N1(), Nat.N1(), input),
dt);
}
/**
* Calculates a feedforward voltage using overload taking angle, two angular velocities, and dt;
* then simulates an arm using that voltage to verify correctness.
*
* @param currentAngle The starting angle in radians.
* @param currentVelocity The starting angular velocity in radians per second.
* @param input The input voltage.
* @param dt The simulation time in seconds.
*/
private void calculateAndSimulate(
double currentAngle, double currentVelocity, double nextVelocity, double dt) {
final double input = m_armFF.calculate(currentAngle, currentVelocity, nextVelocity, dt);
assertEquals(nextVelocity, simulate(currentAngle, currentVelocity, input, dt).get(1, 0), 1e-12);
}
@Test
void testCalculate() {
// calculate(angle, angular velocity)
assertEquals(0.5, m_armFF.calculate(Math.PI / 3, 0), 0.002);
assertEquals(2.5, m_armFF.calculate(Math.PI / 3, 1), 0.002);
// calculate(angle, angular velocity, angular acceleration)
assertEquals(6.5, m_armFF.calculate(Math.PI / 3, 1, 2), 0.002);
assertEquals(2.5, m_armFF.calculate(Math.PI / 3, -1, 2), 0.002);
// calculate(currentAngle, currentVelocity, nextAngle, dt)
calculateAndSimulate(Math.PI / 3, 1.0, 1.05, 0.020);
calculateAndSimulate(Math.PI / 3, 1.0, 0.95, 0.020);
calculateAndSimulate(-Math.PI / 3, 1.0, 1.05, 0.020);
calculateAndSimulate(-Math.PI / 3, 1.0, 0.95, 0.020);
}
@Test