ardupilot/libraries/AP_AHRS/AP_AHRS_NavEKF.cpp

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/// -*- tab-width: 4; Mode: C++; c-basic-offset: 4; indent-tabs-mode: nil -*-
/*
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 <http://www.gnu.org/licenses/>.
*/
/*
* NavEKF based AHRS (Attitude Heading Reference System) interface for
* ArduPilot
*
*/
#include <AP_HAL/AP_HAL.h>
#include "AP_AHRS.h"
#include <AP_Vehicle/AP_Vehicle.h>
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#include <GCS_MAVLink/GCS.h>
#if AP_AHRS_NAVEKF_AVAILABLE
extern const AP_HAL::HAL& hal;
// 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_dcm_matrix(void) const
{
if (!active_EKF_type()) {
return AP_AHRS_DCM::get_dcm_matrix();
}
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_bias;
}
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// 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
EKF1.resetGyroBias();
EKF2.resetGyroBias();
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}
void AP_AHRS_NavEKF::update(void)
{
update_DCM();
update_EKF1();
update_EKF2();
}
void AP_AHRS_NavEKF::update_DCM(void)
{
// 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();
// keep DCM attitude available for get_secondary_attitude()
_dcm_attitude(roll, pitch, yaw);
}
void AP_AHRS_NavEKF::update_EKF1(void)
{
if (!ekf1_started) {
// wait 1 second for DCM to output a valid tilt error estimate
if (start_time_ms == 0) {
start_time_ms = hal.scheduler->millis();
}
if (hal.scheduler->millis() - start_time_ms > startup_delay_ms) {
ekf1_started = EKF1.InitialiseFilterDynamic();
}
}
if (ekf1_started) {
EKF1.UpdateFilter();
EKF1.getRotationBodyToNED(_dcm_matrix);
if (active_EKF_type() == EKF_TYPE1) {
Vector3f eulers;
EKF1.getEulerAngles(eulers);
roll = eulers.x;
pitch = eulers.y;
yaw = eulers.z;
update_cd_values();
update_trig();
// keep _gyro_bias for get_gyro_drift()
EKF1.getGyroBias(_gyro_bias);
_gyro_bias = -_gyro_bias;
// calculate corrected gryo estimate for get_gyro()
_gyro_estimate.zero();
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uint8_t healthy_count = 0;
for (uint8_t i=0; i<_ins.get_gyro_count(); i++) {
if (_ins.get_gyro_health(i) && healthy_count < 2) {
_gyro_estimate += _ins.get_gyro(i);
healthy_count++;
}
}
if (healthy_count > 1) {
_gyro_estimate /= healthy_count;
}
_gyro_estimate += _gyro_bias;
float abias1, abias2;
EKF1.getAccelZBias(abias1, abias2);
// update _accel_ef_ekf
for (uint8_t i=0; i<_ins.get_accel_count(); i++) {
Vector3f accel = _ins.get_accel(i);
if (i==0) {
accel.z -= abias1;
} else if (i==1) {
accel.z -= abias2;
}
if (_ins.get_accel_health(i)) {
_accel_ef_ekf[i] = _dcm_matrix * accel;
}
}
if(_ins.use_accel(0) && _ins.use_accel(1)) {
float IMU1_weighting;
EKF1.getIMU1Weighting(IMU1_weighting);
_accel_ef_ekf_blended = _accel_ef_ekf[0] * IMU1_weighting + _accel_ef_ekf[1] * (1.0f-IMU1_weighting);
} else {
_accel_ef_ekf_blended = _accel_ef_ekf[_ins.get_primary_accel()];
}
}
}
}
void AP_AHRS_NavEKF::update_EKF2(void)
{
if (!ekf2_started) {
// wait 1 second for DCM to output a valid tilt error estimate
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if (start_time_ms == 0) {
start_time_ms = hal.scheduler->millis();
}
if (hal.scheduler->millis() - start_time_ms > startup_delay_ms) {
ekf2_started = EKF2.InitialiseFilter();
}
}
if (ekf2_started) {
EKF2.UpdateFilter();
EKF2.getRotationBodyToNED(_dcm_matrix);
if (active_EKF_type() == EKF_TYPE2) {
Vector3f eulers;
EKF2.getEulerAngles(eulers);
roll = eulers.x;
pitch = eulers.y;
yaw = eulers.z;
update_cd_values();
update_trig();
// keep _gyro_bias for get_gyro_drift()
EKF2.getGyroBias(_gyro_bias);
_gyro_bias = -_gyro_bias;
// calculate corrected gryo estimate for get_gyro()
_gyro_estimate.zero();
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uint8_t healthy_count = 0;
for (uint8_t i=0; i<_ins.get_gyro_count(); i++) {
if (_ins.get_gyro_health(i) && healthy_count < 2) {
_gyro_estimate += _ins.get_gyro(i);
healthy_count++;
}
}
if (healthy_count > 1) {
_gyro_estimate /= healthy_count;
}
_gyro_estimate += _gyro_bias;
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float abias;
EKF2.getAccelZBias(abias);
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// 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);
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if (i==_ins.get_primary_accel()) {
accel.z -= abias;
}
if (_ins.get_accel_health(i)) {
_accel_ef_ekf[i] = _dcm_matrix * accel;
}
}
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_accel_ef_ekf_blended = _accel_ef_ekf[_ins.get_primary_accel()];
}
}
}
// 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);
if (ekf1_started) {
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ekf1_started = EKF1.InitialiseFilterBootstrap();
}
if (ekf2_started) {
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ekf2_started = EKF2.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);
if (ekf1_started) {
ekf1_started = EKF1.InitialiseFilterBootstrap();
}
if (ekf2_started) {
ekf2_started = EKF2.InitialiseFilter();
}
}
// dead-reckoning support
bool AP_AHRS_NavEKF::get_position(struct Location &loc) const
{
Vector3f ned_pos;
switch (active_EKF_type()) {
case EKF_TYPE1:
if (EKF1.getLLH(loc) && EKF1.getPosNED(ned_pos)) {
// fixup altitude using relative position from AHRS home, not
// EKF origin
loc.alt = get_home().alt - ned_pos.z*100;
return true;
}
break;
case EKF_TYPE2:
if (EKF2.getLLH(loc) && EKF2.getPosNED(ned_pos)) {
// fixup altitude using relative position from AHRS home, not
// EKF origin
loc.alt = get_home().alt - ned_pos.z*100;
return true;
}
break;
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;
case EKF_TYPE1:
EKF1.getWind(wind);
break;
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case EKF_TYPE2:
EKF2.getWind(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_TYPE1:
return EKF1.use_compass();
case EKF_TYPE2:
return EKF2.use_compass();
}
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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
EKF1.getEulerAngles(eulers);
return ekf1_started;
case EKF_TYPE1:
case EKF_TYPE2:
default:
// DCM is secondary
eulers = _dcm_attitude;
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
EKF1.getLLH(loc);
return ekf1_started;
case EKF_TYPE1:
case EKF_TYPE2:
default:
// return DCM position
AP_AHRS_DCM::get_position(loc);
return true;
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}
}
// 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_TYPE1:
default:
EKF1.getVelNED(vec);
return Vector2f(vec.x, vec.y);
case EKF_TYPE2:
EKF2.getVelNED(vec);
return Vector2f(vec.x, vec.y);
}
}
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void AP_AHRS_NavEKF::set_home(const Location &loc)
{
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AP_AHRS_DCM::set_home(loc);
}
// return true if inertial navigation is active
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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_TYPE1:
default:
EKF1.getVelNED(vec);
return true;
case EKF_TYPE2:
EKF2.getVelNED(vec);
return true;
}
}
// 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_TYPE1:
default:
EKF1.getPosDownDerivative(velocity);
return true;
case EKF_TYPE2:
velocity = EKF2.getPosDownDerivative();
return true;
}
}
// 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_TYPE1:
default:
return EKF1.getHAGL(height);
case EKF_TYPE2:
return EKF2.getHAGL(height);
}
}
// return a relative ground position in meters/second, North/East/Down
// order. Must only be called if have_inertial_nav() is true
bool AP_AHRS_NavEKF::get_relative_position_NED(Vector3f &vec) const
{
switch (active_EKF_type()) {
case EKF_TYPE_NONE:
return false;
case EKF_TYPE1:
default:
return EKF1.getPosNED(vec);
case EKF_TYPE2:
return EKF2.getPosNED(vec);
}
}
/*
canonicalise _ekf_type, forcing it to be 0, 1 or 2
*/
uint8_t AP_AHRS_NavEKF::ekf_type(void) const
{
uint8_t type = _ekf_type;
#if AHRS_EKF_USE_ALWAYS
// on copters always use an EKF
if (type == 0) {
type = 1;
}
#endif
// check for invalid type
if (type > 2) {
type = 1;
}
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 1: {
// do we have an EKF yet?
if (!ekf1_started) {
return EKF_TYPE_NONE;
}
#if AHRS_EKF_USE_ALWAYS
uint8_t ekf_faults;
EKF1.getFilterFaults(ekf_faults);
if (ekf_faults == 0) {
ret = EKF_TYPE1;
}
#else
if (EKF1.healthy()) {
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ret = EKF_TYPE1;
}
#endif
break;
}
case 2: {
// do we have an EKF2 yet?
if (!ekf2_started) {
return EKF_TYPE_NONE;
}
#if AHRS_EKF_USE_ALWAYS
uint8_t ekf2_faults;
EKF2.getFilterFaults(ekf2_faults);
if (ekf2_faults == 0) {
ret = EKF_TYPE2;
}
#else
if (EKF2.healthy()) {
ret = EKF_TYPE2;
}
#endif
break;
}
}
if (ret != EKF_TYPE_NONE &&
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(_vehicle_class == AHRS_VEHICLE_FIXED_WING ||
_vehicle_class == AHRS_VEHICLE_GROUND)) {
nav_filter_status filt_state;
if (ret == EKF_TYPE1) {
EKF1.getFilterStatus(filt_state);
} else {
EKF2.getFilterStatus(filt_state);
}
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 ||
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!filt_state.flags.horiz_vel ||
!filt_state.flags.vert_vel ||
!filt_state.flags.horiz_pos_abs ||
!filt_state.flags.vert_pos) {
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 1: {
bool ret = ekf1_started && EKF1.healthy();
if (!ret) {
return false;
}
if ((_vehicle_class == AHRS_VEHICLE_FIXED_WING ||
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_vehicle_class == AHRS_VEHICLE_GROUND) &&
active_EKF_type() != EKF_TYPE1) {
// on fixed wing we want to be using EKF to be considered
// healthy if EKF is enabled
return false;
}
return true;
}
case 2: {
bool ret = ekf2_started && EKF2.healthy();
if (!ret) {
return false;
}
if ((_vehicle_class == AHRS_VEHICLE_FIXED_WING ||
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_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;
}
}
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return AP_AHRS_DCM::healthy();
}
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void AP_AHRS_NavEKF::set_ekf_use(bool setting)
{
_ekf_type.set(setting?1:0);
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}
// true if the AHRS has completed initialisation
bool AP_AHRS_NavEKF::initialised(void) const
{
switch (ekf_type()) {
case 0:
return true;
case 1:
default:
// initialisation complete 10sec after ekf has started
return (ekf1_started && (hal.scheduler->millis() - start_time_ms > AP_AHRS_NAVEKF_SETTLE_TIME_MS));
case 2:
// initialisation complete 10sec after ekf has started
return (ekf2_started && (hal.scheduler->millis() - start_time_ms > AP_AHRS_NAVEKF_SETTLE_TIME_MS));
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}
};
// 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_TYPE1:
default:
EKF1.getFilterStatus(status);
return true;
case EKF_TYPE2:
EKF2.getFilterStatus(status);
return true;
}
}
// write optical flow data to EKF
void AP_AHRS_NavEKF::writeOptFlowMeas(uint8_t &rawFlowQuality, Vector2f &rawFlowRates, Vector2f &rawGyroRates, uint32_t &msecFlowMeas)
{
EKF1.writeOptFlowMeas(rawFlowQuality, rawFlowRates, rawGyroRates, msecFlowMeas);
EKF2.writeOptFlowMeas(rawFlowQuality, rawFlowRates, rawGyroRates, msecFlowMeas);
}
// inhibit GPS useage
uint8_t AP_AHRS_NavEKF::setInhibitGPS(void)
{
switch (ekf_type()) {
case 0:
case 1:
default:
return EKF1.setInhibitGPS();
case 2:
return EKF2.setInhibitGPS();
}
}
// get speed limit
void AP_AHRS_NavEKF::getEkfControlLimits(float &ekfGndSpdLimit, float &ekfNavVelGainScaler)
{
switch (ekf_type()) {
case 0:
case 1:
default:
EKF1.getEkfControlLimits(ekfGndSpdLimit,ekfNavVelGainScaler);
break;
case 2:
EKF2.getEkfControlLimits(ekfGndSpdLimit,ekfNavVelGainScaler);
break;
}
}
// get compass offset estimates
// true if offsets are valid
bool AP_AHRS_NavEKF::getMagOffsets(Vector3f &magOffsets)
{
switch (ekf_type()) {
case 0:
case 1:
default:
return EKF1.getMagOffsets(magOffsets);
case 2:
return EKF2.getMagOffsets(magOffsets);
}
}
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// 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 1:
return EKF1.prearm_failure_reason();
case 2:
// not implemented yet
return nullptr;
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}
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)
{
switch (ekf_type()) {
case 1:
return EKF1.getLastYawResetAngle(yawAng);
case 2:
return EKF2.getLastYawResetAngle(yawAng);
}
return false;
}
// 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 1:
EKF2.resetHeightDatum();
return EKF1.resetHeightDatum();
case 2:
EKF1.resetHeightDatum();
return EKF2.resetHeightDatum();
}
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_TYPE1:
default:
return EKF1.send_status_report(chan);
case EKF_TYPE2:
return EKF2.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_TYPE1:
default:
if (!EKF1.getOriginLLH(ret)) {
return false;
}
return true;
case EKF_TYPE2:
if (!EKF2.getOriginLLH(ret)) {
return false;
}
return true;
}
}
// 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_TYPE1:
default:
return EKF1.getHeightControlLimit(limit);
return true;
case EKF_TYPE2:
return EKF2.getHeightControlLimit(limit);
return true;
}
}
// 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_TYPE1:
default:
return EKF1.getLLH(loc);
case EKF_TYPE2:
return EKF2.getLLH(loc);
}
}
#endif // AP_AHRS_NAVEKF_AVAILABLE