px4-firmware/test/test_EKF_flow.cpp

141 lines
5.4 KiB
C++

/****************************************************************************
*
* Copyright (c) 2019 ECL 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
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* 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.
*
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* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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/**
* Test the flow fusion
* @author Kamil Ritz <ka.ritz@hotmail.com>
*/
#include <gtest/gtest.h>
#include "EKF/ekf.h"
#include "sensor_simulator/sensor_simulator.h"
#include "sensor_simulator/ekf_wrapper.h"
#include "test_helper/reset_logging_checker.h"
class EkfFlowTest : public ::testing::Test {
public:
EkfFlowTest(): ::testing::Test(),
_ekf{std::make_shared<Ekf>()},
_sensor_simulator(_ekf),
_ekf_wrapper(_ekf) {};
std::shared_ptr<Ekf> _ekf;
SensorSimulator _sensor_simulator;
EkfWrapper _ekf_wrapper;
// Setup the Ekf with synthetic measurements
void SetUp() override
{
_ekf->init(0);
_sensor_simulator.runSeconds(7);
}
// Use this method to clean up any memory, network etc. after each test
void TearDown() override
{
}
};
TEST_F(EkfFlowTest, resetToFlowVelocityInAir)
{
ResetLoggingChecker reset_logging_checker(_ekf);
// WHEN: simulate being 5m above ground
const float simulated_distance_to_ground = 5.f;
_sensor_simulator._rng.setData(simulated_distance_to_ground, 100);
_sensor_simulator._rng.setLimits(0.1f, 9.f);
_sensor_simulator.startRangeFinder();
_ekf->set_in_air_status(true);
_sensor_simulator.runSeconds(5.f);
const float estimated_distance_to_ground = _ekf->getTerrainVertPos();
EXPECT_FLOAT_EQ(estimated_distance_to_ground, simulated_distance_to_ground);
reset_logging_checker.capturePreResetState();
// WHEN: start fusing flow data
const Vector2f simulated_horz_velocity(0.5f, -0.2f);
flowSample flow_sample = _sensor_simulator._flow.dataAtRest();
flow_sample.flow_xy_rad =
Vector2f( simulated_horz_velocity(1) * flow_sample.dt / estimated_distance_to_ground,
-simulated_horz_velocity(0) * flow_sample.dt / estimated_distance_to_ground);
_sensor_simulator._flow.setData(flow_sample);
_ekf_wrapper.enableFlowFusion();
const float max_flow_rate = 5.f;
const float min_ground_distance = 0.f;
const float max_ground_distance = 50.f;
_ekf->set_optical_flow_limits(max_flow_rate, min_ground_distance, max_ground_distance);
_sensor_simulator.startFlow();
_sensor_simulator.runSeconds(0.12); // Let it reset but not fuse more measurements
// THEN: estimated velocity should match simulated velocity
const Vector2f estimated_horz_velocity = Vector2f(_ekf->getVelocity());
EXPECT_FALSE(isEqual(estimated_horz_velocity, simulated_horz_velocity))
<< "estimated vel = " << estimated_horz_velocity(0) << ", "
<< estimated_horz_velocity(1); // TODO: This needs to change (reset is always 0)
// AND: the reset in velocity should be saved correctly
reset_logging_checker.capturePostResetState();
EXPECT_TRUE(reset_logging_checker.isHorizontalVelocityResetCounterIncreasedBy(1));
EXPECT_TRUE(reset_logging_checker.isVerticalVelocityResetCounterIncreasedBy(0));
EXPECT_TRUE(reset_logging_checker.isVelocityDeltaLoggedCorrectly(1e-9f));
}
TEST_F(EkfFlowTest, resetToFlowVelocityOnGround)
{
ResetLoggingChecker reset_logging_checker(_ekf);
// WHEN: being on ground
const float estimated_distance_to_ground = _ekf->getTerrainVertPos();
EXPECT_LT(estimated_distance_to_ground, 0.3f);
reset_logging_checker.capturePreResetState();
// WHEN: start fusing flow data
_ekf_wrapper.enableFlowFusion();
_sensor_simulator.startFlow();
_sensor_simulator.runSeconds(1.0);
// THEN: estimated velocity should match simulated velocity
const Vector2f estimated_horz_velocity = Vector2f(_ekf->getVelocity());
EXPECT_TRUE(isEqual(estimated_horz_velocity, Vector2f(0.f, 0.f)));
// AND: the reset in velocity should be saved correctly
reset_logging_checker.capturePostResetState();
EXPECT_TRUE(reset_logging_checker.isHorizontalVelocityResetCounterIncreasedBy(1));
EXPECT_TRUE(reset_logging_checker.isVerticalVelocityResetCounterIncreasedBy(0));
EXPECT_TRUE(reset_logging_checker.isVelocityDeltaLoggedCorrectly(1e-9f));
}