/**************************************************************************** * * 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 * 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. * ****************************************************************************/ /** * Test the flow fusion * @author Kamil Ritz */ #include #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()}, _sensor_simulator(_ekf), _ekf_wrapper(_ekf) {}; std::shared_ptr _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)); }