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Commit 0be25300 authored by Johan Jansen's avatar Johan Jansen
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tests: Added test_eigen to verify correctness of eigen calculations

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src/systemcmds/tests/module.mk
+ 2
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......@@ -32,7 +32,8 @@ SRCS = test_adc.c \
test_ppm_loopback.c \
test_rc.c \
test_conv.cpp \
test_mount.c
test_mount.c \
test_eigen.cpp
EXTRACXXFLAGS = -Wframe-larger-than=2500 -Wno-float-equal -Wno-double-promotion
src/systemcmds/tests/test_eigen.cpp 0 → 100644
+ 410
− 0
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/****************************************************************************
*
* Copyright (c) 2013-2015 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
/**
* @file test_eigen.cpp
*
* Eigen test (based of mathlib test)
* @author Johan Jansen <jnsn.johan@gmail.com>
*/
//Hacks to make Eigen compile on NuttX
#pragma GCC diagnostic push
#define RAND_MAX __RAND_MAX
#pragma GCC diagnostic ignored "-Wshadow"
#pragma GCC diagnostic ignored "-Wfloat-equal"
#define _GLIBCXX_USE_C99_FP_MACROS_DYNAMIC 1
#include <eigen/Eigen/Core>
#include <eigen/Eigen/Geometry>
#pragma GCC diagnostic pop
#include <stdio.h>
#include <stdlib.h>
#include <unistd.h>
#include <string.h>
#include <time.h>
#include <systemlib/err.h>
#include <drivers/drv_hrt.h>
#include "tests.h"
namespace Eigen
{
typedef Matrix<float, 10, 1> Vector10f;
}
#define TEST_OP(_title, _op) { size_t n = 60000; hrt_abstime t0, t1; t0 = hrt_absolute_time(); for (size_t j = 0; j < n; j++) { _op; }; t1 = hrt_absolute_time(); warnx(_title ": %.6fus", (double)(t1 - t0) / n); }
/**
* @brief
* Prints an Eigen::Matrix to stdout
**/
template<typename T>
void printEigen(const Eigen::MatrixBase<T>& b)
{
for(int i = 0; i < b.rows(); ++i) {
printf("(");
for(int j = 0; j < b.cols(); ++i) {
if(j > 0) {
printf(",");
}
printf("%.3f", static_cast<double>(b(i, j)));
}
printf(")%s\n", i+1 < b.rows() ? "," : "");
}
}
/**
* @brief
* Construct new Eigen::Quaternion from euler angles
**/
template<typename T>
Eigen::Quaternion<T> quatFromEuler(const T roll, const T pitch, const T yaw)
{
Eigen::AngleAxis<T> rollAngle(roll, Eigen::Matrix<T, 3, 1>::UnitZ());
Eigen::AngleAxis<T> yawAngle(yaw, Eigen::Matrix<T, 3, 1>::UnitY());
Eigen::AngleAxis<T> pitchAngle(pitch, Eigen::Matrix<T, 3, 1>::UnitX());
return rollAngle * yawAngle * pitchAngle;
}
int test_eigen(int argc, char *argv[])
{
int rc = 0;
warnx("testing eigen");
{
Eigen::Vector2f v;
Eigen::Vector2f v1(1.0f, 2.0f);
Eigen::Vector2f v2(1.0f, -1.0f);
float data[2] = {1.0f, 2.0f};
TEST_OP("Constructor Vector2f()", Eigen::Vector2f v3);
TEST_OP("Constructor Vector2f(Vector2f)", Eigen::Vector2f v3(v1));
TEST_OP("Constructor Vector2f(float[])", Eigen::Vector2f v3(data));
TEST_OP("Constructor Vector2f(float, float)", Eigen::Vector2f v3(1.0f, 2.0f));
TEST_OP("Vector2f = Vector2f", v = v1);
TEST_OP("Vector2f + Vector2f", v + v1);
TEST_OP("Vector2f - Vector2f", v - v1);
TEST_OP("Vector2f += Vector2f", v += v1);
TEST_OP("Vector2f -= Vector2f", v -= v1);
TEST_OP("Vector2f dot Vector2f", v.dot(v1));
//TEST_OP("Vector2f cross Vector2f", v1.cross(v2)); //cross product for 2d array?
}
{
Eigen::Vector3f v;
Eigen::Vector3f v1(1.0f, 2.0f, 0.0f);
Eigen::Vector3f v2(1.0f, -1.0f, 2.0f);
float data[3] = {1.0f, 2.0f, 3.0f};
TEST_OP("Constructor Vector3f()", Eigen::Vector3f v3);
TEST_OP("Constructor Vector3f(Vector3f)", Eigen::Vector3f v3(v1));
TEST_OP("Constructor Vector3f(float[])", Eigen::Vector3f v3(data));
TEST_OP("Constructor Vector3f(float, float, float)", Eigen::Vector3f v3(1.0f, 2.0f, 3.0f));
TEST_OP("Vector3f = Vector3f", v = v1);
TEST_OP("Vector3f + Vector3f", v + v1);
TEST_OP("Vector3f - Vector3f", v - v1);
TEST_OP("Vector3f += Vector3f", v += v1);
TEST_OP("Vector3f -= Vector3f", v -= v1);
TEST_OP("Vector3f * float", v1 * 2.0f);
TEST_OP("Vector3f / float", v1 / 2.0f);
TEST_OP("Vector3f *= float", v1 *= 2.0f);
TEST_OP("Vector3f /= float", v1 /= 2.0f);
TEST_OP("Vector3f dot Vector3f", v.dot(v1));
TEST_OP("Vector3f cross Vector3f", v1.cross(v2));
TEST_OP("Vector3f length", v1.norm());
TEST_OP("Vector3f length squared", v1.squaredNorm());
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wunused-variable"
// Need pragma here intead of moving variable out of TEST_OP and just reference because
// TEST_OP measures performance of vector operations.
TEST_OP("Vector<3> element read", volatile float a = v1(0));
TEST_OP("Vector<3> element read direct", volatile float a = v1.data()[0]);
#pragma GCC diagnostic pop
TEST_OP("Vector<3> element write", v1(0) = 1.0f);
TEST_OP("Vector<3> element write direct", v1.data()[0] = 1.0f);
}
{
Eigen::Vector4f v;
Eigen::Vector4f v1(1.0f, 2.0f, 0.0f, -1.0f);
Eigen::Vector4f v2(1.0f, -1.0f, 2.0f, 0.0f);
float data[4] = {1.0f, 2.0f, 3.0f, 4.0f};
TEST_OP("Constructor Vector<4>()", Eigen::Vector4f v3);
TEST_OP("Constructor Vector<4>(Vector<4>)", Eigen::Vector4f v3(v1));
TEST_OP("Constructor Vector<4>(float[])", Eigen::Vector4f v3(data));
TEST_OP("Constructor Vector<4>(float, float, float, float)", Eigen::Vector4f v3(1.0f, 2.0f, 3.0f, 4.0f));
TEST_OP("Vector<4> = Vector<4>", v = v1);
TEST_OP("Vector<4> + Vector<4>", v + v1);
TEST_OP("Vector<4> - Vector<4>", v - v1);
TEST_OP("Vector<4> += Vector<4>", v += v1);
TEST_OP("Vector<4> -= Vector<4>", v -= v1);
TEST_OP("Vector<4> * Vector<4>", v.dot(v1));
}
{
Eigen::Vector10f v1;
v1.Zero();
float data[10];
TEST_OP("Constructor Vector<10>()", Eigen::Vector10f v3);
TEST_OP("Constructor Vector<10>(Vector<10>)", Eigen::Vector10f v3(v1));
TEST_OP("Constructor Vector<10>(float[])", Eigen::Vector10f v3(data));
}
{
Eigen::Matrix3f m1;
m1.setIdentity();
Eigen::Matrix3f m2;
m2.setIdentity();
Eigen::Vector3f v1(1.0f, 2.0f, 0.0f);
TEST_OP("Matrix3f * Vector3f", m1 * v1);
TEST_OP("Matrix3f + Matrix3f", m1 + m2);
TEST_OP("Matrix3f * Matrix3f", m1 * m2);
}
{
Eigen::Matrix<float, 10, 10> m1;
m1.setIdentity();
Eigen::Matrix<float, 10, 10> m2;
m2.setIdentity();
Eigen::Vector10f v1;
v1.Zero();
TEST_OP("Matrix<10, 10> * Vector<10>", m1 * v1);
TEST_OP("Matrix<10, 10> + Matrix<10, 10>", m1 + m2);
TEST_OP("Matrix<10, 10> * Matrix<10, 10>", m1 * m2);
}
{
warnx("Nonsymmetric matrix operations test");
// test nonsymmetric +, -, +=, -=
const Eigen::Matrix<float, 2, 3> m1_orig =
(Eigen::Matrix<float, 2, 3>() << 1, 3, 3,
4, 6, 6).finished();
Eigen::Matrix<float, 2, 3> m1(m1_orig);
Eigen::Matrix<float, 2, 3> m2;
m2 << 2, 4, 6,
8, 10, 12;
Eigen::Matrix<float, 2, 3> m3;
m3 << 3, 6, 9,
12, 15, 18;
if (m1 + m2 != m3) {
warnx("Matrix<2, 3> + Matrix<2, 3> failed!");
printEigen(m1 + m2);
printf("!=\n");
printEigen(m3);
rc = 1;
}
if (m3 - m2 != m1) {
warnx("Matrix<2, 3> - Matrix<2, 3> failed!");
printEigen(m3 - m2);
printf("!=\n");
printEigen(m1);
rc = 1;
}
m1 += m2;
if (m1 != m3) {
warnx("Matrix<2, 3> += Matrix<2, 3> failed!");
printEigen(m1);
printf("!=\n");
printEigen(m3);
rc = 1;
}
m1 -= m2;
if (m1 != m1_orig) {
warnx("Matrix<2, 3> -= Matrix<2, 3> failed!");
printEigen(m1);
printf("!=\n");
printEigen(m1_orig);
rc = 1;
}
}
{
// test conversion rotation matrix to quaternion and back
Eigen::Matrix3f R_orig;
Eigen::Matrix3f R;
Eigen::Quaternionf q;
float diff = 0.1f;
float tol = 0.00001f;
warnx("Quaternion transformation methods test.");
for (float roll = -M_PI_F; roll <= M_PI_F; roll += diff) {
for (float pitch = -M_PI_2_F; pitch <= M_PI_2_F; pitch += diff) {
for (float yaw = -M_PI_F; yaw <= M_PI_F; yaw += diff) {
R_orig.eulerAngles(roll, pitch, yaw);
q = R_orig; //from_dcm
R = q.toRotationMatrix();
for (size_t i = 0; i < 3; i++) {
for (size_t j = 0; j < 3; j++) {
if (fabsf(R_orig(i, j) - R(i, j)) > 0.00001f) {
warnx("Quaternion method 'from_dcm' or 'toRotationMatrix' outside tolerance!");
rc = 1;
}
}
}
}
}
}
// test against some known values
tol = 0.0001f;
Eigen::Quaternionf q_true = {1.0f, 0.0f, 0.0f, 0.0f};
R_orig.setIdentity();
q = R_orig;
for (size_t i = 0; i < 4; i++) {
if (!q.isApprox(q_true, tol)) {
warnx("Quaternion method 'from_dcm()' outside tolerance!");
rc = 1;
}
}
q_true = quatFromEuler(0.3f, 0.2f, 0.1f);
q = {0.9833f, 0.1436f, 0.1060f, 0.0343f};
for (size_t i = 0; i < 4; i++) {
if (!q.isApprox(q_true, tol)) {
warnx("Quaternion method 'eulerAngles()' outside tolerance!");
rc = 1;
}
}
q_true = quatFromEuler(-1.5f, -0.2f, 0.5f);
q = {0.7222f, -0.6391f, -0.2386f, 0.1142f};
for (size_t i = 0; i < 4; i++) {
if (!q.isApprox(q_true, tol)) {
warnx("Quaternion method 'eulerAngles()' outside tolerance!");
rc = 1;
}
}
q_true = quatFromEuler(M_PI_2_F, -M_PI_2_F, -M_PI_F / 3);
q = {0.6830f, 0.1830f, -0.6830f, 0.1830f};
for (size_t i = 0; i < 4; i++) {
if (!q.isApprox(q_true, tol)) {
warnx("Quaternion method 'eulerAngles()' outside tolerance!");
rc = 1;
}
}
}
{
// test quaternion method "rotate" (rotate vector by quaternion)
Eigen::Vector3f vector = {1.0f,1.0f,1.0f};
Eigen::Vector3f vector_q;
Eigen::Vector3f vector_r;
Eigen::Quaternionf q;
Eigen::Matrix3f R;
float diff = 0.1f;
float tol = 0.00001f;
warnx("Quaternion vector rotation method test.");
for (float roll = -M_PI_F; roll <= M_PI_F; roll += diff) {
for (float pitch = -M_PI_2_F; pitch <= M_PI_2_F; pitch += diff) {
for (float yaw = -M_PI_F; yaw <= M_PI_F; yaw += diff) {
R.eulerAngles(roll, pitch, yaw);
q = quatFromEuler(roll,pitch,yaw);
vector_r = R*vector;
vector_q = q._transformVector(vector);
for (int i = 0; i < 3; i++) {
if(fabsf(vector_r(i) - vector_q(i)) > tol) {
warnx("Quaternion method 'rotate' outside tolerance");
rc = 1;
}
}
}
}
}
// test some values calculated with matlab
tol = 0.0001f;
q = quatFromEuler(M_PI_2_F,0.0f,0.0f);
vector_q = q._transformVector(vector);
Eigen::Vector3f vector_true = {1.00f,-1.00f,1.00f};
for(size_t i = 0;i<3;i++) {
if(fabsf(vector_true(i) - vector_q(i)) > tol) {
warnx("Quaternion method 'rotate' outside tolerance");
rc = 1;
}
}
q = quatFromEuler(0.3f,0.2f,0.1f);
vector_q = q._transformVector(vector);
vector_true = {1.1566,0.7792,1.0273};
for(size_t i = 0;i<3;i++) {
if(fabsf(vector_true(i) - vector_q(i)) > tol) {
warnx("Quaternion method 'rotate' outside tolerance");
rc = 1;
}
}
q = quatFromEuler(-1.5f,-0.2f,0.5f);
vector_q = q._transformVector(vector);
vector_true = {0.5095,1.4956,-0.7096};
for(size_t i = 0;i<3;i++) {
if(fabsf(vector_true(i) - vector_q(i)) > tol) {
warnx("Quaternion method 'rotate' outside tolerance");
rc = 1;
}
}
q = quatFromEuler(M_PI_2_F,-M_PI_2_F,-M_PI_F/3.0f);
vector_q = q._transformVector(vector);
vector_true = {-1.3660,0.3660,1.0000};
for(size_t i = 0;i<3;i++) {
if(fabsf(vector_true(i) - vector_q(i)) > tol) {
warnx("Quaternion method 'rotate' outside tolerance");
rc = 1;
}
}
}
return rc;
}
\ No newline at end of file
src/systemcmds/tests/tests.h
+ 1
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......@@ -113,6 +113,7 @@ extern int test_rc(int argc, char *argv[]);
extern int test_conv(int argc, char *argv[]);
extern int test_mount(int argc, char *argv[]);
extern int test_mathlib(int argc, char *argv[]);
extern int test_eigen(int argc, char *argv[]);
__END_DECLS
......
src/systemcmds/tests/tests_main.c
+ 1
− 0
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......@@ -112,6 +112,7 @@ const struct {
#ifndef TESTS_MATHLIB_DISABLE
{"mathlib", test_mathlib, 0},
#endif
{"eigen", test_eigen, 0},
{"help", test_help, OPT_NOALLTEST | OPT_NOHELP | OPT_NOJIGTEST},
{NULL, NULL, 0}
};
......
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