/* This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see . */ /* * NavEKF based AHRS (Attitude Heading Reference System) interface for * ArduPilot * */ #include #include "AP_AHRS.h" #include "AP_AHRS_View.h" #include #include #include #if AP_AHRS_NAVEKF_AVAILABLE extern const AP_HAL::HAL& hal; // constructor AP_AHRS_NavEKF::AP_AHRS_NavEKF(AP_InertialSensor &ins, AP_Baro &baro, AP_GPS &gps, RangeFinder &rng, NavEKF2 &_EKF2, NavEKF3 &_EKF3, Flags flags) : AP_AHRS_DCM(ins, baro, gps), EKF2(_EKF2), EKF3(_EKF3), _ekf2_started(false), _ekf3_started(false), _force_ekf(false), _ekf_flags(flags) { _dcm_matrix.identity(); } // return the smoothed gyro vector corrected for drift const Vector3f &AP_AHRS_NavEKF::get_gyro(void) const { if (!active_EKF_type()) { return AP_AHRS_DCM::get_gyro(); } return _gyro_estimate; } const Matrix3f &AP_AHRS_NavEKF::get_rotation_body_to_ned(void) const { if (!active_EKF_type()) { return AP_AHRS_DCM::get_rotation_body_to_ned(); } return _dcm_matrix; } const Vector3f &AP_AHRS_NavEKF::get_gyro_drift(void) const { if (!active_EKF_type()) { return AP_AHRS_DCM::get_gyro_drift(); } return _gyro_drift; } // reset the current gyro drift estimate // should be called if gyro offsets are recalculated void AP_AHRS_NavEKF::reset_gyro_drift(void) { // update DCM AP_AHRS_DCM::reset_gyro_drift(); // reset the EKF gyro bias states EKF2.resetGyroBias(); EKF3.resetGyroBias(); } void AP_AHRS_NavEKF::update(bool skip_ins_update) { // EKF1 is no longer supported - handle case where it is selected if (_ekf_type == 1) { _ekf_type.set(2); } update_DCM(skip_ins_update); if (_ekf_type == 2) { // if EK2 is primary then run EKF2 first to give it CPU // priority update_EKF2(); update_EKF3(); } else { // otherwise run EKF3 first update_EKF3(); update_EKF2(); } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL update_SITL(); #endif // call AHRS_update hook if any AP_Module::call_hook_AHRS_update(*this); // push gyros if optical flow present if (hal.opticalflow) { const Vector3f &exported_gyro_bias = get_gyro_drift(); hal.opticalflow->push_gyro_bias(exported_gyro_bias.x, exported_gyro_bias.y); } if (_view != nullptr) { // update optional alternative attitude view _view->update(skip_ins_update); } } void AP_AHRS_NavEKF::update_DCM(bool skip_ins_update) { // we need to restore the old DCM attitude values as these are // used internally in DCM to calculate error values for gyro drift // correction roll = _dcm_attitude.x; pitch = _dcm_attitude.y; yaw = _dcm_attitude.z; update_cd_values(); AP_AHRS_DCM::update(skip_ins_update); // keep DCM attitude available for get_secondary_attitude() _dcm_attitude(roll, pitch, yaw); } void AP_AHRS_NavEKF::update_EKF2(void) { if (!_ekf2_started) { // wait 1 second for DCM to output a valid tilt error estimate if (start_time_ms == 0) { start_time_ms = AP_HAL::millis(); } if (AP_HAL::millis() - start_time_ms > startup_delay_ms || _force_ekf) { _ekf2_started = EKF2.InitialiseFilter(); if (_force_ekf) { return; } } } if (_ekf2_started) { EKF2.UpdateFilter(); if (active_EKF_type() == EKF_TYPE2) { Vector3f eulers; EKF2.getRotationBodyToNED(_dcm_matrix); EKF2.getEulerAngles(-1,eulers); roll = eulers.x; pitch = eulers.y; yaw = eulers.z; update_cd_values(); update_trig(); // Use the primary EKF to select the primary gyro int8_t primary_imu = EKF2.getPrimaryCoreIMUIndex(); // get gyro bias for primary EKF and change sign to give gyro drift // Note sign convention used by EKF is bias = measurement - truth _gyro_drift.zero(); EKF2.getGyroBias(-1,_gyro_drift); _gyro_drift = -_gyro_drift; // calculate corrected gyro estimate for get_gyro() _gyro_estimate.zero(); if (primary_imu == -1) { // the primary IMU is undefined so use an uncorrected default value from the INS library _gyro_estimate = _ins.get_gyro(); } else { // use the same IMU as the primary EKF and correct for gyro drift _gyro_estimate = _ins.get_gyro(primary_imu) + _gyro_drift; } // get z accel bias estimate from active EKF (this is usually for the primary IMU) float abias = 0; EKF2.getAccelZBias(-1,abias); // This EKF is currently using primary_imu, and abias applies to only that IMU for (uint8_t i=0; i<_ins.get_accel_count(); i++) { Vector3f accel = _ins.get_accel(i); if (i == primary_imu) { accel.z -= abias; } if (_ins.get_accel_health(i)) { _accel_ef_ekf[i] = _dcm_matrix * get_rotation_autopilot_body_to_vehicle_body() * accel; } } _accel_ef_ekf_blended = _accel_ef_ekf[primary_imu>=0?primary_imu:_ins.get_primary_accel()]; nav_filter_status filt_state; EKF2.getFilterStatus(-1,filt_state); AP_Notify::flags.gps_fusion = filt_state.flags.using_gps; // Drives AP_Notify flag for usable GPS. AP_Notify::flags.gps_glitching = filt_state.flags.gps_glitching; } } } void AP_AHRS_NavEKF::update_EKF3(void) { if (!_ekf3_started) { // wait 1 second for DCM to output a valid tilt error estimate if (start_time_ms == 0) { start_time_ms = AP_HAL::millis(); } if (AP_HAL::millis() - start_time_ms > startup_delay_ms || _force_ekf) { _ekf3_started = EKF3.InitialiseFilter(); if (_force_ekf) { return; } } } if (_ekf3_started) { EKF3.UpdateFilter(); if (active_EKF_type() == EKF_TYPE3) { Vector3f eulers; EKF3.getRotationBodyToNED(_dcm_matrix); EKF3.getEulerAngles(-1,eulers); roll = eulers.x; pitch = eulers.y; yaw = eulers.z; update_cd_values(); update_trig(); // Use the primary EKF to select the primary gyro int8_t primary_imu = EKF3.getPrimaryCoreIMUIndex(); // get gyro bias for primary EKF and change sign to give gyro drift // Note sign convention used by EKF is bias = measurement - truth _gyro_drift.zero(); EKF3.getGyroBias(-1,_gyro_drift); _gyro_drift = -_gyro_drift; // calculate corrected gyro estimate for get_gyro() _gyro_estimate.zero(); if (primary_imu == -1) { // the primary IMU is undefined so use an uncorrected default value from the INS library _gyro_estimate = _ins.get_gyro(); } else { // use the same IMU as the primary EKF and correct for gyro drift _gyro_estimate = _ins.get_gyro(primary_imu) + _gyro_drift; } // get 3-axis accel bias festimates for active EKF (this is usually for the primary IMU) Vector3f abias; EKF3.getAccelBias(-1,abias); // This EKF uses the primary IMU // Eventually we will run a separate instance of the EKF for each IMU and do the selection and blending of EKF outputs upstream // update _accel_ef_ekf for (uint8_t i=0; i<_ins.get_accel_count(); i++) { Vector3f accel = _ins.get_accel(i); if (i==_ins.get_primary_accel()) { accel -= abias; } if (_ins.get_accel_health(i)) { _accel_ef_ekf[i] = _dcm_matrix * accel; } } _accel_ef_ekf_blended = _accel_ef_ekf[_ins.get_primary_accel()]; nav_filter_status filt_state; EKF3.getFilterStatus(-1,filt_state); AP_Notify::flags.gps_fusion = filt_state.flags.using_gps; // Drives AP_Notify flag for usable GPS. AP_Notify::flags.gps_glitching = filt_state.flags.gps_glitching; } } } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL void AP_AHRS_NavEKF::update_SITL(void) { if (_sitl == nullptr) { _sitl = (SITL::SITL *)AP_Param::find_object("SIM_"); if (_sitl == nullptr) { return; } } const struct SITL::sitl_fdm &fdm = _sitl->state; if (active_EKF_type() == EKF_TYPE_SITL) { roll = radians(fdm.rollDeg); pitch = radians(fdm.pitchDeg); yaw = radians(fdm.yawDeg); fdm.quaternion.rotation_matrix(_dcm_matrix); update_cd_values(); update_trig(); _gyro_drift.zero(); _gyro_estimate = Vector3f(radians(fdm.rollRate), radians(fdm.pitchRate), radians(fdm.yawRate)); for (uint8_t i=0; iodom_enable) { // use SITL states to write body frame odometry data at 20Hz uint32_t timeStamp_ms = AP_HAL::millis(); if (timeStamp_ms - _last_body_odm_update_ms > 50) { const float quality = 100.0f; const Vector3f posOffset = Vector3f(0.0f,0.0f,0.0f); float delTime = 0.001f*(timeStamp_ms - _last_body_odm_update_ms); _last_body_odm_update_ms = timeStamp_ms; timeStamp_ms -= (timeStamp_ms - _last_body_odm_update_ms)/2; // correct for first order hold average delay Vector3f delAng = Vector3f(radians(fdm.rollRate), radians(fdm.pitchRate), radians(fdm.yawRate)); delAng *= delTime; // rotate earth velocity into body frame and calculate delta position Matrix3f Tbn; Tbn.from_euler(radians(fdm.rollDeg),radians(fdm.pitchDeg),radians(fdm.yawDeg)); Vector3f earth_vel = Vector3f(fdm.speedN,fdm.speedE,fdm.speedD); Vector3f delPos = Tbn.transposed() * (earth_vel * delTime); // write to EKF EKF3.writeBodyFrameOdom(quality, delPos, delAng, delTime, timeStamp_ms, posOffset); } } } #endif // CONFIG_HAL_BOARD // accelerometer values in the earth frame in m/s/s const Vector3f &AP_AHRS_NavEKF::get_accel_ef(uint8_t i) const { if (active_EKF_type() == EKF_TYPE_NONE) { return AP_AHRS_DCM::get_accel_ef(i); } return _accel_ef_ekf[i]; } // blended accelerometer values in the earth frame in m/s/s const Vector3f &AP_AHRS_NavEKF::get_accel_ef_blended(void) const { if (active_EKF_type() == EKF_TYPE_NONE) { return AP_AHRS_DCM::get_accel_ef_blended(); } return _accel_ef_ekf_blended; } void AP_AHRS_NavEKF::reset(bool recover_eulers) { AP_AHRS_DCM::reset(recover_eulers); _dcm_attitude(roll, pitch, yaw); if (_ekf2_started) { _ekf2_started = EKF2.InitialiseFilter(); } if (_ekf3_started) { _ekf3_started = EKF3.InitialiseFilter(); } } // reset the current attitude, used on new IMU calibration void AP_AHRS_NavEKF::reset_attitude(const float &_roll, const float &_pitch, const float &_yaw) { AP_AHRS_DCM::reset_attitude(_roll, _pitch, _yaw); _dcm_attitude(roll, pitch, yaw); if (_ekf2_started) { _ekf2_started = EKF2.InitialiseFilter(); } if (_ekf3_started) { _ekf3_started = EKF3.InitialiseFilter(); } } // dead-reckoning support bool AP_AHRS_NavEKF::get_position(struct Location &loc) const { Vector3f ned_pos; Location origin; switch (active_EKF_type()) { case EKF_TYPE_NONE: return AP_AHRS_DCM::get_position(loc); case EKF_TYPE2: if (EKF2.getLLH(loc) && EKF2.getPosD(-1,ned_pos.z) && EKF2.getOriginLLH(-1,origin)) { // fixup altitude using relative position from EKF origin loc.alt = origin.alt - ned_pos.z*100; return true; } break; case EKF_TYPE3: if (EKF3.getLLH(loc) && EKF3.getPosD(-1,ned_pos.z) && EKF3.getOriginLLH(-1,origin)) { // fixup altitude using relative position from EKF origin loc.alt = origin.alt - ned_pos.z*100; return true; } break; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { const struct SITL::sitl_fdm &fdm = _sitl->state; memset(&loc, 0, sizeof(loc)); loc.lat = fdm.latitude * 1e7; loc.lng = fdm.longitude * 1e7; loc.alt = fdm.altitude*100; return true; } #endif default: break; } return AP_AHRS_DCM::get_position(loc); } // status reporting of estimated errors float AP_AHRS_NavEKF::get_error_rp(void) const { return AP_AHRS_DCM::get_error_rp(); } float AP_AHRS_NavEKF::get_error_yaw(void) const { return AP_AHRS_DCM::get_error_yaw(); } // return a wind estimation vector, in m/s Vector3f AP_AHRS_NavEKF::wind_estimate(void) { Vector3f wind; switch (active_EKF_type()) { case EKF_TYPE_NONE: wind = AP_AHRS_DCM::wind_estimate(); break; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: wind.zero(); break; #endif case EKF_TYPE2: EKF2.getWind(-1,wind); break; case EKF_TYPE3: EKF3.getWind(-1,wind); break; } return wind; } // return an airspeed estimate if available. return true // if we have an estimate bool AP_AHRS_NavEKF::airspeed_estimate(float *airspeed_ret) const { return AP_AHRS_DCM::airspeed_estimate(airspeed_ret); } // true if compass is being used bool AP_AHRS_NavEKF::use_compass(void) { switch (active_EKF_type()) { case EKF_TYPE_NONE: break; case EKF_TYPE2: return EKF2.use_compass(); case EKF_TYPE3: return EKF3.use_compass(); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return true; #endif } return AP_AHRS_DCM::use_compass(); } // return secondary attitude solution if available, as eulers in radians bool AP_AHRS_NavEKF::get_secondary_attitude(Vector3f &eulers) { switch (active_EKF_type()) { case EKF_TYPE_NONE: // EKF is secondary EKF2.getEulerAngles(-1, eulers); return _ekf2_started; case EKF_TYPE2: case EKF_TYPE3: default: // DCM is secondary eulers = _dcm_attitude; return true; } } // return secondary attitude solution if available, as quaternion bool AP_AHRS_NavEKF::get_secondary_quaternion(Quaternion &quat) { switch (active_EKF_type()) { case EKF_TYPE_NONE: // EKF is secondary EKF2.getQuaternion(-1, quat); return _ekf2_started; case EKF_TYPE2: case EKF_TYPE3: default: // DCM is secondary quat.from_rotation_matrix(AP_AHRS_DCM::get_rotation_body_to_ned()); return true; } } // return secondary position solution if available bool AP_AHRS_NavEKF::get_secondary_position(struct Location &loc) { switch (active_EKF_type()) { case EKF_TYPE_NONE: // EKF is secondary EKF2.getLLH(loc); return _ekf2_started; case EKF_TYPE2: case EKF_TYPE3: default: // return DCM position AP_AHRS_DCM::get_position(loc); return true; } } // EKF has a better ground speed vector estimate Vector2f AP_AHRS_NavEKF::groundspeed_vector(void) { Vector3f vec; switch (active_EKF_type()) { case EKF_TYPE_NONE: return AP_AHRS_DCM::groundspeed_vector(); case EKF_TYPE2: default: EKF2.getVelNED(-1,vec); return Vector2f(vec.x, vec.y); case EKF_TYPE3: EKF3.getVelNED(-1,vec); return Vector2f(vec.x, vec.y); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { const struct SITL::sitl_fdm &fdm = _sitl->state; return Vector2f(fdm.speedN, fdm.speedE); } #endif } } void AP_AHRS_NavEKF::set_home(const Location &loc) { AP_AHRS_DCM::set_home(loc); } // set the EKF's origin location in 10e7 degrees. This should only // be called when the EKF has no absolute position reference (i.e. GPS) // from which to decide the origin on its own bool AP_AHRS_NavEKF::set_origin(const Location &loc) { bool ret2 = EKF2.setOriginLLH(loc); bool ret3 = EKF3.setOriginLLH(loc); // return success if active EKF's origin was set switch (active_EKF_type()) { case EKF_TYPE2: return ret2; case EKF_TYPE3: return ret3; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { struct SITL::sitl_fdm &fdm = _sitl->state; fdm.home = loc; return true; } #endif default: return false; } } // return true if inertial navigation is active bool AP_AHRS_NavEKF::have_inertial_nav(void) const { return active_EKF_type() != EKF_TYPE_NONE; } // return a ground velocity in meters/second, North/East/Down // order. Must only be called if have_inertial_nav() is true bool AP_AHRS_NavEKF::get_velocity_NED(Vector3f &vec) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: EKF2.getVelNED(-1,vec); return true; case EKF_TYPE3: EKF3.getVelNED(-1,vec); return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: const struct SITL::sitl_fdm &fdm = _sitl->state; vec = Vector3f(fdm.speedN, fdm.speedE, fdm.speedD); return true; #endif } } // returns the expected NED magnetic field bool AP_AHRS_NavEKF::get_mag_field_NED(Vector3f &vec) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: EKF2.getMagNED(-1,vec); return true; case EKF_TYPE3: EKF3.getMagNED(-1,vec); return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return false; #endif } } // returns the estimated magnetic field offsets in body frame bool AP_AHRS_NavEKF::get_mag_field_correction(Vector3f &vec) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: EKF2.getMagXYZ(-1,vec); return true; case EKF_TYPE3: EKF3.getMagXYZ(-1,vec); return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return false; #endif } } // Get a derivative of the vertical position which is kinematically consistent with the vertical position is required by some control loops. // This is different to the vertical velocity from the EKF which is not always consistent with the verical position due to the various errors that are being corrected for. bool AP_AHRS_NavEKF::get_vert_pos_rate(float &velocity) { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: velocity = EKF2.getPosDownDerivative(-1); return true; case EKF_TYPE3: velocity = EKF3.getPosDownDerivative(-1); return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { const struct SITL::sitl_fdm &fdm = _sitl->state; velocity = fdm.speedD; return true; } #endif } } // get latest height above ground level estimate in metres and a validity flag bool AP_AHRS_NavEKF::get_hagl(float &height) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: return EKF2.getHAGL(height); case EKF_TYPE3: return EKF3.getHAGL(height); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { const struct SITL::sitl_fdm &fdm = _sitl->state; height = fdm.altitude - get_home().alt*0.01f; return true; } #endif } } // return a relative ground position to the origin in meters // North/East/Down order. bool AP_AHRS_NavEKF::get_relative_position_NED_origin(Vector3f &vec) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: { Vector2f posNE; float posD; if (EKF2.getPosNE(-1,posNE) && EKF2.getPosD(-1,posD)) { // position is valid vec.x = posNE.x; vec.y = posNE.y; vec.z = posD; return true; } return false; } case EKF_TYPE3: { Vector2f posNE; float posD; if (EKF3.getPosNE(-1,posNE) && EKF3.getPosD(-1,posD)) { // position is valid vec.x = posNE.x; vec.y = posNE.y; vec.z = posD; return true; } return false; } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { Location loc; get_position(loc); Vector2f diff2d = location_diff(get_home(), loc); const struct SITL::sitl_fdm &fdm = _sitl->state; vec = Vector3f(diff2d.x, diff2d.y, -(fdm.altitude - get_home().alt*0.01f)); return true; } #endif } } // return a relative ground position to the home in meters // North/East/Down order. bool AP_AHRS_NavEKF::get_relative_position_NED_home(Vector3f &vec) const { Location originLLH; Vector3f originNED; if (!get_relative_position_NED_origin(originNED) || !get_origin(originLLH)) { return false; } Vector3f offset = location_3d_diff_NED(originLLH, _home); vec.x = originNED.x - offset.x; vec.y = originNED.y - offset.y; vec.z = originNED.z - offset.z; return true; } // write a relative ground position estimate to the origin in meters, North/East order // return true if estimate is valid bool AP_AHRS_NavEKF::get_relative_position_NE_origin(Vector2f &posNE) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: { bool position_is_valid = EKF2.getPosNE(-1,posNE); return position_is_valid; } case EKF_TYPE3: { bool position_is_valid = EKF3.getPosNE(-1,posNE); return position_is_valid; } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { Location loc; get_position(loc); posNE = location_diff(get_home(), loc); return true; } #endif } } // return a relative ground position to the home in meters // North/East order. bool AP_AHRS_NavEKF::get_relative_position_NE_home(Vector2f &posNE) const { Location originLLH; Vector2f originNE; if (!get_relative_position_NE_origin(originNE) || !get_origin(originLLH)) { return false; } Vector2f offset = location_diff(originLLH, _home); posNE.x = originNE.x - offset.x; posNE.y = originNE.y - offset.y; return true; } // write a relative ground position estimate to the origin in meters, North/East order // write a relative ground position to the origin in meters, Down // return true if the estimate is valid bool AP_AHRS_NavEKF::get_relative_position_D_origin(float &posD) const { switch (active_EKF_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: { bool position_is_valid = EKF2.getPosD(-1,posD); return position_is_valid; } case EKF_TYPE3: { bool position_is_valid = EKF3.getPosD(-1,posD); return position_is_valid; } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: { const struct SITL::sitl_fdm &fdm = _sitl->state; posD = -(fdm.altitude - get_home().alt*0.01f); return true; } #endif } } // write a relative ground position to home in meters, Down // will use the barometer if the EKF isn't available void AP_AHRS_NavEKF::get_relative_position_D_home(float &posD) const { Location originLLH; float originD; if (!get_relative_position_D_origin(originD) || !get_origin(originLLH)) { posD = -_baro.get_altitude(); return; } posD = originD - ((originLLH.alt - _home.alt) * 0.01f); return; } /* canonicalise _ekf_type, forcing it to be 0, 2 or 3 type 1 has been deprecated */ uint8_t AP_AHRS_NavEKF::ekf_type(void) const { uint8_t type = _ekf_type; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL if (type == EKF_TYPE_SITL) { return type; } #endif if ((always_use_EKF() && (type == 0)) || (type == 1) || (type > 3)) { type = 2; } return type; } AP_AHRS_NavEKF::EKF_TYPE AP_AHRS_NavEKF::active_EKF_type(void) const { EKF_TYPE ret = EKF_TYPE_NONE; switch (ekf_type()) { case 0: return EKF_TYPE_NONE; case 2: { // do we have an EKF2 yet? if (!_ekf2_started) { return EKF_TYPE_NONE; } if (always_use_EKF()) { uint16_t ekf2_faults; EKF2.getFilterFaults(-1,ekf2_faults); if (ekf2_faults == 0) { ret = EKF_TYPE2; } } else if (EKF2.healthy()) { ret = EKF_TYPE2; } break; } case 3: { // do we have an EKF3 yet? if (!_ekf3_started) { return EKF_TYPE_NONE; } if (always_use_EKF()) { uint16_t ekf3_faults; EKF3.getFilterFaults(-1,ekf3_faults); if (ekf3_faults == 0) { ret = EKF_TYPE3; } } else if (EKF3.healthy()) { ret = EKF_TYPE3; } break; } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: ret = EKF_TYPE_SITL; break; #endif } /* fixed wing and rover when in fly_forward mode will fall back to DCM if the EKF doesn't have GPS. This is the safest option as DCM is very robust. Note that we also check the filter status when fly_forward is false and we are disarmed. This is to ensure that the arming checks do wait for good GPS position on fixed wing and rover */ if (ret != EKF_TYPE_NONE && (_vehicle_class == AHRS_VEHICLE_FIXED_WING || _vehicle_class == AHRS_VEHICLE_GROUND) && (_flags.fly_forward || !hal.util->get_soft_armed())) { nav_filter_status filt_state; if (ret == EKF_TYPE2) { EKF2.getFilterStatus(-1,filt_state); } else if (ret == EKF_TYPE3) { EKF3.getFilterStatus(-1,filt_state); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL } else if (ret == EKF_TYPE_SITL) { get_filter_status(filt_state); #endif } if (hal.util->get_soft_armed() && !filt_state.flags.using_gps && _gps.status() >= AP_GPS::GPS_OK_FIX_3D) { // if the EKF is not fusing GPS and we have a 3D lock, then // plane and rover would prefer to use the GPS position from // DCM. This is a safety net while some issues with the EKF // get sorted out return EKF_TYPE_NONE; } if (hal.util->get_soft_armed() && filt_state.flags.const_pos_mode) { return EKF_TYPE_NONE; } if (!filt_state.flags.attitude || !filt_state.flags.vert_vel || !filt_state.flags.vert_pos) { return EKF_TYPE_NONE; } if (!filt_state.flags.horiz_vel || (!filt_state.flags.horiz_pos_abs && !filt_state.flags.horiz_pos_rel)) { if ((!_compass || !_compass->use_for_yaw()) && _gps.status() >= AP_GPS::GPS_OK_FIX_3D && _gps.ground_speed() < 2) { /* special handling for non-compass mode when sitting still. The EKF may not yet have aligned its yaw. We accept EKF as healthy to allow arming. Once we reach speed the EKF should get yaw alignment */ if (filt_state.flags.pred_horiz_pos_abs && filt_state.flags.pred_horiz_pos_rel) { return ret; } } return EKF_TYPE_NONE; } } return ret; } /* check if the AHRS subsystem is healthy */ bool AP_AHRS_NavEKF::healthy(void) const { // If EKF is started we switch away if it reports unhealthy. This could be due to bad // sensor data. If EKF reversion is inhibited, we only switch across if the EKF encounters // an internal processing error, but not for bad sensor data. switch (ekf_type()) { case 0: return AP_AHRS_DCM::healthy(); case 2: { bool ret = _ekf2_started && EKF2.healthy(); if (!ret) { return false; } if ((_vehicle_class == AHRS_VEHICLE_FIXED_WING || _vehicle_class == AHRS_VEHICLE_GROUND) && active_EKF_type() != EKF_TYPE2) { // on fixed wing we want to be using EKF to be considered // healthy if EKF is enabled return false; } return true; } case 3: { bool ret = _ekf3_started && EKF3.healthy(); if (!ret) { return false; } if ((_vehicle_class == AHRS_VEHICLE_FIXED_WING || _vehicle_class == AHRS_VEHICLE_GROUND) && active_EKF_type() != EKF_TYPE3) { // on fixed wing we want to be using EKF to be considered // healthy if EKF is enabled return false; } return true; } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return true; #endif } return AP_AHRS_DCM::healthy(); } void AP_AHRS_NavEKF::set_ekf_use(bool setting) { _ekf_type.set(setting?1:0); } // true if the AHRS has completed initialisation bool AP_AHRS_NavEKF::initialised(void) const { switch (ekf_type()) { case 0: return true; case 2: default: // initialisation complete 10sec after ekf has started return (_ekf2_started && (AP_HAL::millis() - start_time_ms > AP_AHRS_NAVEKF_SETTLE_TIME_MS)); case 3: // initialisation complete 10sec after ekf has started return (_ekf3_started && (AP_HAL::millis() - start_time_ms > AP_AHRS_NAVEKF_SETTLE_TIME_MS)); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return true; #endif } }; // get_filter_status : returns filter status as a series of flags bool AP_AHRS_NavEKF::get_filter_status(nav_filter_status &status) const { switch (ekf_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: EKF2.getFilterStatus(-1,status); return true; case EKF_TYPE3: EKF3.getFilterStatus(-1,status); return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: memset(&status, 0, sizeof(status)); status.flags.attitude = 1; status.flags.horiz_vel = 1; status.flags.vert_vel = 1; status.flags.horiz_pos_rel = 1; status.flags.horiz_pos_abs = 1; status.flags.vert_pos = 1; status.flags.pred_horiz_pos_rel = 1; status.flags.pred_horiz_pos_abs = 1; status.flags.using_gps = 1; return true; #endif } } // write optical flow data to EKF void AP_AHRS_NavEKF::writeOptFlowMeas(uint8_t &rawFlowQuality, Vector2f &rawFlowRates, Vector2f &rawGyroRates, uint32_t &msecFlowMeas, const Vector3f &posOffset) { EKF2.writeOptFlowMeas(rawFlowQuality, rawFlowRates, rawGyroRates, msecFlowMeas, posOffset); EKF3.writeOptFlowMeas(rawFlowQuality, rawFlowRates, rawGyroRates, msecFlowMeas, posOffset); } // write body frame odometry measurements to the EKF void AP_AHRS_NavEKF::writeBodyFrameOdom(float quality, const Vector3f &delPos, const Vector3f &delAng, float delTime, uint32_t timeStamp_ms, const Vector3f &posOffset) { EKF3.writeBodyFrameOdom(quality, delPos, delAng, delTime, timeStamp_ms, posOffset); } // inhibit GPS usage uint8_t AP_AHRS_NavEKF::setInhibitGPS(void) { switch (ekf_type()) { case 0: case 2: default: return EKF2.setInhibitGPS(); case 3: return EKF3.setInhibitGPS(); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return false; #endif } } // get speed limit void AP_AHRS_NavEKF::getEkfControlLimits(float &ekfGndSpdLimit, float &ekfNavVelGainScaler) { switch (ekf_type()) { case 0: case 2: EKF2.getEkfControlLimits(ekfGndSpdLimit,ekfNavVelGainScaler); break; case 3: EKF3.getEkfControlLimits(ekfGndSpdLimit,ekfNavVelGainScaler); break; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: // same as EKF2 for no optical flow ekfGndSpdLimit = 400.0f; ekfNavVelGainScaler = 1.0f; break; #endif } } // get compass offset estimates // true if offsets are valid bool AP_AHRS_NavEKF::getMagOffsets(uint8_t mag_idx, Vector3f &magOffsets) { switch (ekf_type()) { case 0: case 2: default: return EKF2.getMagOffsets(mag_idx, magOffsets); case 3: return EKF3.getMagOffsets(mag_idx, magOffsets); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: magOffsets.zero(); return true; #endif } } // Retrieves the NED delta velocity corrected void AP_AHRS_NavEKF::getCorrectedDeltaVelocityNED(Vector3f& ret, float& dt) const { EKF_TYPE type = active_EKF_type(); if (type == EKF_TYPE2 || type == EKF_TYPE3) { int8_t imu_idx = 0; Vector3f accel_bias; if (type == EKF_TYPE2) { accel_bias.zero(); imu_idx = EKF2.getPrimaryCoreIMUIndex(); EKF2.getAccelZBias(-1,accel_bias.z); } else if (type == EKF_TYPE3) { imu_idx = EKF3.getPrimaryCoreIMUIndex(); EKF3.getAccelBias(-1,accel_bias); } if (imu_idx == -1) { // should never happen, call parent implementation in this scenario AP_AHRS::getCorrectedDeltaVelocityNED(ret, dt); return; } ret.zero(); _ins.get_delta_velocity((uint8_t)imu_idx, ret); dt = _ins.get_delta_velocity_dt((uint8_t)imu_idx); ret -= accel_bias*dt; ret = _dcm_matrix * get_rotation_autopilot_body_to_vehicle_body() * ret; ret.z += GRAVITY_MSS*dt; } else { AP_AHRS::getCorrectedDeltaVelocityNED(ret, dt); } } // report any reason for why the backend is refusing to initialise const char *AP_AHRS_NavEKF::prearm_failure_reason(void) const { switch (ekf_type()) { case 0: return nullptr; case 2: default: return EKF2.prearm_failure_reason(); case 3: return EKF3.prearm_failure_reason(); } return nullptr; } // return the amount of yaw angle change due to the last yaw angle reset in radians // returns the time of the last yaw angle reset or 0 if no reset has ever occurred uint32_t AP_AHRS_NavEKF::getLastYawResetAngle(float &yawAng) const { switch (ekf_type()) { case 2: default: return EKF2.getLastYawResetAngle(yawAng); case 3: return EKF3.getLastYawResetAngle(yawAng); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return 0; #endif } return 0; } // return the amount of NE position change in metres due to the last reset // returns the time of the last reset or 0 if no reset has ever occurred uint32_t AP_AHRS_NavEKF::getLastPosNorthEastReset(Vector2f &pos) const { switch (ekf_type()) { case 2: default: return EKF2.getLastPosNorthEastReset(pos); case 3: return EKF3.getLastPosNorthEastReset(pos); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return 0; #endif } return 0; } // return the amount of NE velocity change in metres/sec due to the last reset // returns the time of the last reset or 0 if no reset has ever occurred uint32_t AP_AHRS_NavEKF::getLastVelNorthEastReset(Vector2f &vel) const { switch (ekf_type()) { case 2: default: return EKF2.getLastVelNorthEastReset(vel); case 3: return EKF3.getLastVelNorthEastReset(vel); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return 0; #endif } return 0; } // return the amount of vertical position change due to the last reset in meters // returns the time of the last reset or 0 if no reset has ever occurred uint32_t AP_AHRS_NavEKF::getLastPosDownReset(float &posDelta) const { switch (ekf_type()) { case EKF_TYPE2: return EKF2.getLastPosDownReset(posDelta); case EKF_TYPE3: return EKF3.getLastPosDownReset(posDelta); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return 0; #endif } return 0; } // Resets the baro so that it reads zero at the current height // Resets the EKF height to zero // Adjusts the EKf origin height so that the EKF height + origin height is the same as before // Returns true if the height datum reset has been performed // If using a range finder for height no reset is performed and it returns false bool AP_AHRS_NavEKF::resetHeightDatum(void) { switch (ekf_type()) { case 2: default: { EKF3.resetHeightDatum(); return EKF2.resetHeightDatum(); } case 3: { EKF2.resetHeightDatum(); return EKF3.resetHeightDatum(); } #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return false; #endif } return false; } // send a EKF_STATUS_REPORT for current EKF void AP_AHRS_NavEKF::send_ekf_status_report(mavlink_channel_t chan) { switch (active_EKF_type()) { case EKF_TYPE_NONE: // send zero status report mavlink_msg_ekf_status_report_send(chan, 0, 0, 0, 0, 0, 0); break; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: // send zero status report mavlink_msg_ekf_status_report_send(chan, 0, 0, 0, 0, 0, 0); break; #endif case EKF_TYPE2: return EKF2.send_status_report(chan); case EKF_TYPE3: return EKF3.send_status_report(chan); } } // passes a reference to the location of the inertial navigation origin // in WGS-84 coordinates // returns a boolean true when the inertial navigation origin has been set bool AP_AHRS_NavEKF::get_origin(Location &ret) const { switch (ekf_type()) { case EKF_TYPE_NONE: return false; case EKF_TYPE2: default: if (!EKF2.getOriginLLH(-1,ret)) { return false; } return true; case EKF_TYPE3: if (!EKF3.getOriginLLH(-1,ret)) { return false; } return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: const struct SITL::sitl_fdm &fdm = _sitl->state; ret = fdm.home; return true; #endif } } // get_hgt_ctrl_limit - get maximum height to be observed by the control loops in metres and a validity flag // this is used to limit height during optical flow navigation // it will return invalid when no limiting is required bool AP_AHRS_NavEKF::get_hgt_ctrl_limit(float& limit) const { switch (ekf_type()) { case EKF_TYPE_NONE: // We are not using an EKF so no limiting applies return false; case EKF_TYPE2: default: return EKF2.getHeightControlLimit(limit); case EKF_TYPE3: return EKF3.getHeightControlLimit(limit); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return false; #endif } } // get_location - updates the provided location with the latest calculated location // returns true on success (i.e. the EKF knows it's latest position), false on failure bool AP_AHRS_NavEKF::get_location(struct Location &loc) const { switch (ekf_type()) { case EKF_TYPE_NONE: // We are not using an EKF so no data return false; case EKF_TYPE2: default: return EKF2.getLLH(loc); case EKF_TYPE3: return EKF3.getLLH(loc); #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: return get_position(loc); #endif } } // get_variances - provides the innovations normalised using the innovation variance where a value of 0 // indicates prefect consistency between the measurement and the EKF solution and a value of of 1 is the maximum // inconsistency that will be accpeted by the filter // boolean false is returned if variances are not available bool AP_AHRS_NavEKF::get_variances(float &velVar, float &posVar, float &hgtVar, Vector3f &magVar, float &tasVar, Vector2f &offset) const { switch (ekf_type()) { case EKF_TYPE_NONE: // We are not using an EKF so no data return false; case EKF_TYPE2: default: // use EKF to get variance EKF2.getVariances(-1,velVar, posVar, hgtVar, magVar, tasVar, offset); return true; case EKF_TYPE3: // use EKF to get variance EKF3.getVariances(-1,velVar, posVar, hgtVar, magVar, tasVar, offset); return true; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: velVar = 0; posVar = 0; hgtVar = 0; magVar.zero(); tasVar = 0; offset.zero(); return true; #endif } } void AP_AHRS_NavEKF::setTakeoffExpected(bool val) { switch (ekf_type()) { case EKF_TYPE2: default: EKF2.setTakeoffExpected(val); break; case EKF_TYPE3: EKF3.setTakeoffExpected(val); break; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: break; #endif } } void AP_AHRS_NavEKF::setTouchdownExpected(bool val) { switch (ekf_type()) { case EKF_TYPE2: default: EKF2.setTouchdownExpected(val); break; case EKF_TYPE3: EKF3.setTouchdownExpected(val); break; #if CONFIG_HAL_BOARD == HAL_BOARD_SITL case EKF_TYPE_SITL: break; #endif } } bool AP_AHRS_NavEKF::getGpsGlitchStatus() { nav_filter_status ekf_status {}; if (!get_filter_status(ekf_status)) { return false; } return ekf_status.flags.gps_glitching; } // is the EKF backend doing its own sensor logging? bool AP_AHRS_NavEKF::have_ekf_logging(void) const { switch (ekf_type()) { case 2: return EKF2.have_ekf_logging(); case 3: return EKF3.have_ekf_logging(); default: break; } return false; } // get the index of the current primary IMU uint8_t AP_AHRS_NavEKF::get_primary_IMU_index() const { int8_t imu = -1; switch (ekf_type()) { case 2: // let EKF2 choose primary IMU imu = EKF2.getPrimaryCoreIMUIndex(); break; case 3: // let EKF2 choose primary IMU imu = EKF3.getPrimaryCoreIMUIndex(); break; default: break; } if (imu == -1) { imu = _ins.get_primary_accel(); } return imu; } // get earth-frame accel vector for primary IMU const Vector3f &AP_AHRS_NavEKF::get_accel_ef() const { return get_accel_ef(get_primary_accel_index()); } // get the index of the current primary accelerometer sensor uint8_t AP_AHRS_NavEKF::get_primary_accel_index(void) const { if (ekf_type() != 0) { return get_primary_IMU_index(); } return _ins.get_primary_accel(); } // get the index of the current primary gyro sensor uint8_t AP_AHRS_NavEKF::get_primary_gyro_index(void) const { if (ekf_type() != 0) { return get_primary_IMU_index(); } return _ins.get_primary_gyro(); } #endif // AP_AHRS_NAVEKF_AVAILABLE