allwpilib/wpimath/src/test/native/cpp/system/LinearSystemIDTest.cpp

/*----------------------------------------------------------------------------*/
/* Copyright (c) 2020 FIRST. All Rights Reserved.                             */
/* Open Source Software - may be modified and shared by FRC teams. The code   */
/* must be accompanied by the FIRST BSD license file in the root directory of */
/* the project.                                                               */
/*----------------------------------------------------------------------------*/

#include <frc/system/LinearSystem.h>
#include <frc/system/plant/DCMotor.h>
#include <frc/system/plant/LinearSystemId.h>
#include <gtest/gtest.h>

#include "frc/StateSpaceUtil.h"
#include "frc/system/plant/LinearSystemId.h"
#include "units/length.h"
#include "units/mass.h"

TEST(LinearSystemIDTest, IdentifyDrivetrainVelocitySystem) {
  auto model = frc::LinearSystemId::DrivetrainVelocitySystem(
      frc::DCMotor::NEO(4), 70_kg, 0.05_m, 0.4_m, 6.0_kg_sq_m, 6.0);

  ASSERT_TRUE(model.A().isApprox(
      frc::MakeMatrix<2, 2>(-10.14132, 3.06598, 3.06598, -10.14132), 0.001));
  ASSERT_TRUE(model.B().isApprox(
      frc::MakeMatrix<2, 2>(4.2590, -1.28762, -1.2876, 4.2590), 0.001));
  ASSERT_TRUE(
      model.C().isApprox(frc::MakeMatrix<2, 2>(1.0, 0.0, 0.0, 1.0), 0.001));
  ASSERT_TRUE(
      model.D().isApprox(frc::MakeMatrix<2, 2>(0.0, 0.0, 0.0, 0.0), 0.001));
}

TEST(LinearSystemIDTest, ElevatorSystem) {
  auto model = frc::LinearSystemId::ElevatorSystem(frc::DCMotor::NEO(2), 5_kg,
                                                   0.05_m, 12);
  ASSERT_TRUE(model.A().isApprox(
      frc::MakeMatrix<2, 2>(0.0, 1.0, 0.0, -99.05473), 0.001));
  ASSERT_TRUE(model.B().isApprox(frc::MakeMatrix<2, 1>(0.0, 20.8), 0.001));
  ASSERT_TRUE(model.C().isApprox(frc::MakeMatrix<1, 2>(1.0, 0.0), 0.001));
  ASSERT_TRUE(model.D().isApprox(frc::MakeMatrix<1, 1>(0.0), 0.001));
}

TEST(LinearSystemIDTest, FlywheelSystem) {
  auto model = frc::LinearSystemId::FlywheelSystem(frc::DCMotor::NEO(2),
                                                   0.00032_kg_sq_m, 1.0);
  ASSERT_TRUE(model.A().isApprox(frc::MakeMatrix<1, 1>(-26.87032), 0.001));
  ASSERT_TRUE(model.B().isApprox(frc::MakeMatrix<1, 1>(1354.166667), 0.001));
  ASSERT_TRUE(model.C().isApprox(frc::MakeMatrix<1, 1>(1.0), 0.001));
  ASSERT_TRUE(model.D().isApprox(frc::MakeMatrix<1, 1>(0.0), 0.001));
}

TEST(LinearSystemIDTest, IdentifyPositionSystem) {
  // By controls engineering in frc,
  // x-dot = [0 1 | 0 -kv/ka] x = [0 | 1/ka] u
  double kv = 1.0;
  double ka = 0.5;
  auto model = frc::LinearSystemId::IdentifyPositionSystem<units::meter>(
      kv * 1_V / 1_mps, ka * 1_V / 1_mps_sq);

  ASSERT_TRUE(model.A().isApprox(frc::MakeMatrix<2, 2>(0.0, 1.0, 0.0, -kv / ka),
                                 0.001));
  ASSERT_TRUE(model.B().isApprox(frc::MakeMatrix<2, 1>(0.0, 1.0 / ka), 0.001));
}

TEST(LinearSystemIDTest, IdentifyVelocitySystem) {
  // By controls engineering in frc,
  // V = kv * velocity + ka * acceleration
  // x-dot =  -kv/ka * v + 1/ka \cdot V
  double kv = 1.0;
  double ka = 0.5;
  auto model = frc::LinearSystemId::IdentifyVelocitySystem<units::meter>(
      kv * 1_V / 1_mps, ka * 1_V / 1_mps_sq);

  ASSERT_TRUE(model.A().isApprox(frc::MakeMatrix<1, 1>(-kv / ka), 0.001));
  ASSERT_TRUE(model.B().isApprox(frc::MakeMatrix<1, 1>(1.0 / ka), 0.001));
}