PX4-Autopilot/test/test_EKF_utils.cpp
Paul Riseborough 77b11129fa
EKF: replacement of covariance prediction autocode with sympy generated output (#870)
* added python script with ekf derivation (WIP)

Signed-off-by: RomanBapst <bapstroman@gmail.com>

* worked on c code auto-generation

Signed-off-by: RomanBapst <bapstroman@gmail.com>

* save before variable name change

Signed-off-by: RomanBapst <bapstroman@gmail.com>

* changed symbol names

Signed-off-by: RomanBapst <bapstroman@gmail.com>

* added codegeneration class

Signed-off-by: RomanBapst <bapstroman@gmail.com>

* improve 3D mag fusion derivation

Signed-off-by: RomanBapst <bapstroman@gmail.com>

* EKF: Extend ekf sympy derivation to include all observation types

* EKF: Add custom ecl::powf function for integer powers

* EKF: Convert ekf covariance prediction to use sympy output

* EKF: Add test program to compare sympy and matlab covariance prediction

Also tests ecl::powf(x,exp) function

* EKF: simplify ecl::powf function

* Generate code to subfolder generated/

* Add printouts for showing code generation progress

* Move generated covariance code to generated folder

* Upgrade code generation to python3

* main.py: Remove unused create_symbols function

& making code more compact

* main.py: move main part into function

* Code generation: fix passing wrong rotation matrix to yaw_observation ()

* EKF: Amend generated code filename for consistency

* Move ecl::powf function test to unit tests

* EKF: Use updated ecl:powf functionality in test program

* Move ecl::powf to utils.hpp

* Update ecl::powf test

* Update output change indication

* test: update expected output for change indicator

* test: update expected output for change indicator again

Co-authored-by: RomanBapst <bapstroman@gmail.com>
Co-authored-by: kamilritz <kritz@ethz.ch>
2020-07-30 12:44:08 +10:00

58 lines
2.2 KiB
C++

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/**
* @file test_EKF_utils.cpp
*
* @brief Unit tests for the miscellaneous EKF utilities
*/
#include <gtest/gtest.h>
#include <cmath>
#include <vector>
#include "EKF/utils.hpp"
TEST(eclPowfTest, compareToStandardImplementation)
{
std::vector<int> exponents = {-3,-2,-1,-0,0,1,2,3};
std::vector<float> bases = {-INFINITY, -11.1f,-0.5f, -0.f, 0.f, 0.5f, 11.1f, INFINITY};
for (auto const exponent : exponents) {
for (auto const basis : bases) {
EXPECT_EQ(ecl::powf(basis, exponent),
std::pow(basis, static_cast<float>(exponent)));
}
}
}