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@ -48,16 +48,19 @@ class EkfAirspeedTest : public ::testing::Test {
@@ -48,16 +48,19 @@ class EkfAirspeedTest : public ::testing::Test {
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EkfAirspeedTest(): ::testing::Test(), |
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_ekf{std::make_shared<Ekf>()}, |
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_sensor_simulator(_ekf), |
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_ekf_wrapper(_ekf) {}; |
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_ekf_wrapper(_ekf), |
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_quat_sim(Eulerf(0.0f, 0.0f, math::radians(45.0f))) {}; |
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std::shared_ptr<Ekf> _ekf; |
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SensorSimulator _sensor_simulator; |
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EkfWrapper _ekf_wrapper; |
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const Quatf _quat_sim; |
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// Setup the Ekf with synthetic measurements
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void SetUp() override |
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{ |
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_ekf->init(0); |
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_sensor_simulator.simulateOrientation(_quat_sim); |
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_sensor_simulator.runSeconds(2); |
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} |
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@ -69,34 +72,47 @@ class EkfAirspeedTest : public ::testing::Test {
@@ -69,34 +72,47 @@ class EkfAirspeedTest : public ::testing::Test {
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TEST_F(EkfAirspeedTest, testWindVelocityEstimation) |
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{ |
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const Vector3f simulated_velocity(1.5f,0.0f,0.0f); |
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const Vector3f simulated_velocity_earth(0.0f,1.5f,0.0f); |
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const Vector2f airspeed_body(0.4f, 0.0f); |
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_ekf_wrapper.enableExternalVisionVelocityFusion(); |
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_sensor_simulator._vio.setVelocity(simulated_velocity); |
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_sensor_simulator._vio.setVelocity(simulated_velocity_earth); |
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_sensor_simulator.startExternalVision(); |
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_ekf->set_in_air_status(true); |
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_sensor_simulator.startAirspeedSensor(); |
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_sensor_simulator._airspeed.setData(0.1f,0.1f); |
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_sensor_simulator.runSeconds(40); |
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_sensor_simulator._airspeed.setData(airspeed_body(0), airspeed_body(0)); |
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filter_control_status_u control_status; |
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_ekf->get_control_mode(&control_status.value); |
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EXPECT_TRUE(control_status.flags.wind); |
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// Wind estimation is rather slow
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_sensor_simulator.runSeconds(15); |
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EXPECT_FALSE(_ekf_wrapper.isIntendingExternalVisionPositionFusion()); |
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EXPECT_TRUE(_ekf_wrapper.isIntendingExternalVisionVelocityFusion()); |
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EXPECT_FALSE(_ekf_wrapper.isIntendingExternalVisionHeadingFusion()); |
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EXPECT_TRUE(_ekf->local_position_is_valid()); |
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EXPECT_FALSE(_ekf->global_position_is_valid()); |
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EXPECT_TRUE(_ekf_wrapper.isWindVelocityEstimated()); |
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const Vector3f vel = _ekf_wrapper.getVelocity(); |
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const Vector2f vel_wind = _ekf_wrapper.getWindVelocity(); |
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EXPECT_TRUE(matrix::isEqual(vel, simulated_velocity)); |
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EXPECT_TRUE(matrix::isEqual(vel_wind, Vector2f{1.4f, 0.0f})); |
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const Vector2f vel_wind_earth = _ekf_wrapper.getWindVelocity(); |
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const float height_before_pressure_correction = _ekf_wrapper.getPosition()(2); |
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const Dcmf R_to_earth_sim(_quat_sim); |
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EXPECT_TRUE(matrix::isEqual(vel, simulated_velocity_earth)); |
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const Vector3f vel_wind_expected = simulated_velocity_earth - R_to_earth_sim * (Vector3f(airspeed_body(0), airspeed_body(1), 0.0f)); |
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EXPECT_TRUE(matrix::isEqual(vel_wind_earth, Vector2f(vel_wind_expected.slice<2,1>(0,0)))); |
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EXPECT_FLOAT_EQ(height_before_pressure_correction, 0.0f); |
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// Apply height correction
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const float static_pressure_coef_xp = 1.0f; |
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const float static_pressure_coef_yp = -1.0f; // not used as wind direction is along x axis
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parameters* _params = _ekf->getParamHandle(); |
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_params->static_pressure_coef_xp = static_pressure_coef_xp; |
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_params->static_pressure_coef_yp = static_pressure_coef_yp; |
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float expected_height_difference = 0.5f * static_pressure_coef_xp * airspeed_body(0) * airspeed_body(0) / CONSTANTS_ONE_G; |
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_sensor_simulator.runSeconds(20); |
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const float height_after_pressure_correction = _ekf_wrapper.getPosition()(2); |
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// height increase means that state z decrease due to z axis pointing down
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const float expected_height_after_pressure_correction = height_before_pressure_correction - |
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expected_height_difference; |
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EXPECT_NEAR(height_after_pressure_correction, expected_height_after_pressure_correction, 1e-5f); |
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} |
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