static PyObject*
set_state(PyObject* self, PyObject* args, PyObject *kwarg)
{
static char *kwlist[] = {"pos", "vel", "q", "gyro_bias", "accel_bias", NULL};
PyArrayObject *vec_pos = NULL, *vec_vel = NULL, *vec_q = NULL, *vec_gyro_bias = NULL, *vec_accel_bias = NULL;
if (!PyArg_ParseTupleAndKeywords(args, kwarg, "|OOOOO", kwlist,
&vec_pos, &vec_vel, &vec_q, &vec_gyro_bias, &vec_accel_bias)) {
return NULL;
}
float pos[3], vel[3], q[4], gyro_bias[3], accel_bias[3];
INSGetState(pos, vel, q, gyro_bias, accel_bias);
// Overwrite state with any that were passed in
if (vec_pos) {
if (!parseFloatVec3(vec_pos, pos))
return NULL;
}
if (vec_vel) {
if (!parseFloatVec3(vec_vel, vel))
return NULL;
}
if (vec_q) {
if (!parseFloatVecN(vec_q, q, 4))
return NULL;
}
if (vec_gyro_bias) {
if (!parseFloatVec3(vec_gyro_bias, gyro_bias))
return NULL;
}
if (vec_accel_bias) {
if (!parseFloatVec3(vec_accel_bias, accel_bias))
return NULL;
}
INSSetState(pos, vel, q, gyro_bias, accel_bias);
return Py_None;
}
/**
* @brief Use the INSGPS fusion algorithm in either indoor or outdoor mode (use GPS)
* @params[in] first_run This is the first run so trigger reinitialization
* @params[in] outdoor_mode If true use the GPS for position, if false weakly pull to (0,0)
* @return 0 for success, -1 for failure
*/
static int32_t updateAttitudeINSGPS(bool first_run, bool outdoor_mode)
{
UAVObjEvent ev;
GyrosData gyrosData;
AccelsData accelsData;
MagnetometerData magData;
BaroAltitudeData baroData;
GPSPositionData gpsData;
GPSVelocityData gpsVelData;
GyrosBiasData gyrosBias;
static bool mag_updated = false;
static bool baro_updated;
static bool gps_updated;
static bool gps_vel_updated;
static float baroOffset = 0;
static uint32_t ins_last_time = 0;
static bool inited;
float NED[3] = {0.0f, 0.0f, 0.0f};
float vel[3] = {0.0f, 0.0f, 0.0f};
float zeros[3] = {0.0f, 0.0f, 0.0f};
// Perform the update
uint16_t sensors = 0;
float dT;
// Wait until the gyro and accel object is updated, if a timeout then go to failsafe
if ( (xQueueReceive(gyroQueue, &ev, FAILSAFE_TIMEOUT_MS / portTICK_RATE_MS) != pdTRUE) ||
(xQueueReceive(accelQueue, &ev, 1 / portTICK_RATE_MS) != pdTRUE) )
{
// Do not set attitude timeout warnings in simulation mode
if (!AttitudeActualReadOnly()){
AlarmsSet(SYSTEMALARMS_ALARM_ATTITUDE,SYSTEMALARMS_ALARM_WARNING);
return -1;
}
}
if (inited) {
mag_updated = 0;
baro_updated = 0;
gps_updated = 0;
gps_vel_updated = 0;
}
if (first_run) {
inited = false;
init_stage = 0;
mag_updated = 0;
baro_updated = 0;
gps_updated = 0;
gps_vel_updated = 0;
ins_last_time = PIOS_DELAY_GetRaw();
return 0;
}
mag_updated |= (xQueueReceive(magQueue, &ev, 0 / portTICK_RATE_MS) == pdTRUE);
baro_updated |= xQueueReceive(baroQueue, &ev, 0 / portTICK_RATE_MS) == pdTRUE;
gps_updated |= (xQueueReceive(gpsQueue, &ev, 0 / portTICK_RATE_MS) == pdTRUE) && outdoor_mode;
gps_vel_updated |= (xQueueReceive(gpsVelQueue, &ev, 0 / portTICK_RATE_MS) == pdTRUE) && outdoor_mode;
// Get most recent data
GyrosGet(&gyrosData);
AccelsGet(&accelsData);
MagnetometerGet(&magData);
BaroAltitudeGet(&baroData);
GPSPositionGet(&gpsData);
GPSVelocityGet(&gpsVelData);
GyrosBiasGet(&gyrosBias);
// Discard mag if it has NAN (normally from bad calibration)
mag_updated &= (magData.x == magData.x && magData.y == magData.y && magData.z == magData.z);
// Don't require HomeLocation.Set to be true but at least require a mag configuration (allows easily
// switching between indoor and outdoor mode with Set = false)
mag_updated &= (homeLocation.Be[0] != 0 || homeLocation.Be[1] != 0 || homeLocation.Be[2]);
// Have a minimum requirement for gps usage
gps_updated &= (gpsData.Satellites >= 7) && (gpsData.PDOP <= 4.0f) && (homeLocation.Set == HOMELOCATION_SET_TRUE);
if (!inited)
AlarmsSet(SYSTEMALARMS_ALARM_ATTITUDE,SYSTEMALARMS_ALARM_ERROR);
else if (outdoor_mode && gpsData.Satellites < 7)
AlarmsSet(SYSTEMALARMS_ALARM_ATTITUDE,SYSTEMALARMS_ALARM_ERROR);
else
AlarmsClear(SYSTEMALARMS_ALARM_ATTITUDE);
if (!inited && mag_updated && baro_updated && (gps_updated || !outdoor_mode)) {
// Don't initialize until all sensors are read
if (init_stage == 0 && !outdoor_mode) {
float Pdiag[16]={25.0f,25.0f,25.0f,5.0f,5.0f,5.0f,1e-5f,1e-5f,1e-5f,1e-5f,1e-5f,1e-5f,1e-5f,1e-4f,1e-4f,1e-4f};
float q[4];
float pos[3] = {0.0f, 0.0f, 0.0f};
// Initialize barometric offset to homelocation altitude
baroOffset = -baroData.Altitude;
pos[2] = -(baroData.Altitude + baroOffset);
// Reset the INS algorithm
INSGPSInit();
INSSetMagVar(revoCalibration.mag_var);
INSSetAccelVar(revoCalibration.accel_var);
INSSetGyroVar(revoCalibration.gyro_var);
INSSetBaroVar(revoCalibration.baro_var);
// Initialize the gyro bias from the settings
float gyro_bias[3] = {gyrosBias.x * F_PI / 180.0f, gyrosBias.y * F_PI / 180.0f, gyrosBias.z * F_PI / 180.0f};
INSSetGyroBias(gyro_bias);
xQueueReceive(magQueue, &ev, 100 / portTICK_RATE_MS);
MagnetometerGet(&magData);
// Set initial attitude
AttitudeActualData attitudeActual;
attitudeActual.Roll = atan2f(-accelsData.y, -accelsData.z) * 180.0f / F_PI;
attitudeActual.Pitch = atan2f(accelsData.x, -accelsData.z) * 180.0f / F_PI;
attitudeActual.Yaw = atan2f(-magData.y, magData.x) * 180.0f / F_PI;
RPY2Quaternion(&attitudeActual.Roll,&attitudeActual.q1);
AttitudeActualSet(&attitudeActual);
q[0] = attitudeActual.q1;
q[1] = attitudeActual.q2;
q[2] = attitudeActual.q3;
q[3] = attitudeActual.q4;
INSSetState(pos, zeros, q, zeros, zeros);
INSResetP(Pdiag);
} else if (init_stage == 0 && outdoor_mode) {
float Pdiag[16]={25.0f,25.0f,25.0f,5.0f,5.0f,5.0f,1e-5f,1e-5f,1e-5f,1e-5f,1e-5f,1e-5f,1e-5f,1e-4f,1e-4f,1e-4f};
float q[4];
float NED[3];
// Reset the INS algorithm
INSGPSInit();
INSSetMagVar(revoCalibration.mag_var);
INSSetAccelVar(revoCalibration.accel_var);
INSSetGyroVar(revoCalibration.gyro_var);
INSSetBaroVar(revoCalibration.baro_var);
INSSetMagNorth(homeLocation.Be);
// Initialize the gyro bias from the settings
float gyro_bias[3] = {gyrosBias.x * F_PI / 180.0f, gyrosBias.y * F_PI / 180.0f, gyrosBias.z * F_PI / 180.0f};
INSSetGyroBias(gyro_bias);
GPSPositionData gpsPosition;
GPSPositionGet(&gpsPosition);
// Transform the GPS position into NED coordinates
getNED(&gpsPosition, NED);
// Initialize barometric offset to cirrent GPS NED coordinate
baroOffset = -NED[2] - baroData.Altitude;
xQueueReceive(magQueue, &ev, 100 / portTICK_RATE_MS);
MagnetometerGet(&magData);
// Set initial attitude
AttitudeActualData attitudeActual;
attitudeActual.Roll = atan2f(-accelsData.y, -accelsData.z) * 180.0f / F_PI;
attitudeActual.Pitch = atan2f(accelsData.x, -accelsData.z) * 180.0f / F_PI;
attitudeActual.Yaw = atan2f(-magData.y, magData.x) * 180.0f / F_PI;
RPY2Quaternion(&attitudeActual.Roll,&attitudeActual.q1);
AttitudeActualSet(&attitudeActual);
q[0] = attitudeActual.q1;
q[1] = attitudeActual.q2;
q[2] = attitudeActual.q3;
q[3] = attitudeActual.q4;
INSSetState(NED, zeros, q, zeros, zeros);
INSResetP(Pdiag);
} else if (init_stage > 0) {
// Run prediction a bit before any corrections
dT = PIOS_DELAY_DiffuS(ins_last_time) / 1.0e6f;
GyrosBiasGet(&gyrosBias);
float gyros[3] = {(gyrosData.x + gyrosBias.x) * F_PI / 180.0f,
(gyrosData.y + gyrosBias.y) * F_PI / 180.0f,
(gyrosData.z + gyrosBias.z) * F_PI / 180.0f};
INSStatePrediction(gyros, &accelsData.x, dT);
AttitudeActualData attitude;
AttitudeActualGet(&attitude);
attitude.q1 = Nav.q[0];
attitude.q2 = Nav.q[1];
attitude.q3 = Nav.q[2];
attitude.q4 = Nav.q[3];
Quaternion2RPY(&attitude.q1,&attitude.Roll);
AttitudeActualSet(&attitude);
}
init_stage++;
if(init_stage > 10)
inited = true;
ins_last_time = PIOS_DELAY_GetRaw();
return 0;
}
if (!inited)
return 0;
dT = PIOS_DELAY_DiffuS(ins_last_time) / 1.0e6f;
ins_last_time = PIOS_DELAY_GetRaw();
// This should only happen at start up or at mode switches
if(dT > 0.01f)
dT = 0.01f;
else if(dT <= 0.001f)
dT = 0.001f;
// If the gyro bias setting was updated we should reset
// the state estimate of the EKF
if(gyroBiasSettingsUpdated) {
float gyro_bias[3] = {gyrosBias.x * F_PI / 180.0f, gyrosBias.y * F_PI / 180.0f, gyrosBias.z * F_PI / 180.0f};
INSSetGyroBias(gyro_bias);
gyroBiasSettingsUpdated = false;
}
// Because the sensor module remove the bias we need to add it
// back in here so that the INS algorithm can track it correctly
float gyros[3] = {gyrosData.x * F_PI / 180.0f, gyrosData.y * F_PI / 180.0f, gyrosData.z * F_PI / 180.0f};
if (revoCalibration.BiasCorrectedRaw == REVOCALIBRATION_BIASCORRECTEDRAW_TRUE) {
gyros[0] += gyrosBias.x * F_PI / 180.0f;
gyros[1] += gyrosBias.y * F_PI / 180.0f;
gyros[2] += gyrosBias.z * F_PI / 180.0f;
}
// Advance the state estimate
INSStatePrediction(gyros, &accelsData.x, dT);
// Copy the attitude into the UAVO
AttitudeActualData attitude;
AttitudeActualGet(&attitude);
attitude.q1 = Nav.q[0];
attitude.q2 = Nav.q[1];
attitude.q3 = Nav.q[2];
attitude.q4 = Nav.q[3];
Quaternion2RPY(&attitude.q1,&attitude.Roll);
AttitudeActualSet(&attitude);
// Advance the covariance estimate
INSCovariancePrediction(dT);
if(mag_updated)
sensors |= MAG_SENSORS;
if(baro_updated)
sensors |= BARO_SENSOR;
INSSetMagNorth(homeLocation.Be);
if (gps_updated && outdoor_mode)
{
INSSetPosVelVar(revoCalibration.gps_var[REVOCALIBRATION_GPS_VAR_POS], revoCalibration.gps_var[REVOCALIBRATION_GPS_VAR_VEL]);
sensors |= POS_SENSORS;
if (0) { // Old code to take horizontal velocity from GPS Position update
sensors |= HORIZ_SENSORS;
vel[0] = gpsData.Groundspeed * cosf(gpsData.Heading * F_PI / 180.0f);
vel[1] = gpsData.Groundspeed * sinf(gpsData.Heading * F_PI / 180.0f);
vel[2] = 0;
}
// Transform the GPS position into NED coordinates
getNED(&gpsData, NED);
// Track barometric altitude offset with a low pass filter
baroOffset = BARO_OFFSET_LOWPASS_ALPHA * baroOffset +
(1.0f - BARO_OFFSET_LOWPASS_ALPHA )
* ( -NED[2] - baroData.Altitude );
} else if (!outdoor_mode) {
INSSetPosVelVar(1e2f, 1e2f);
vel[0] = vel[1] = vel[2] = 0;
NED[0] = NED[1] = 0;
NED[2] = -(baroData.Altitude + baroOffset);
sensors |= HORIZ_SENSORS | HORIZ_POS_SENSORS;
sensors |= POS_SENSORS |VERT_SENSORS;
}
if (gps_vel_updated && outdoor_mode) {
sensors |= HORIZ_SENSORS | VERT_SENSORS;
vel[0] = gpsVelData.North;
vel[1] = gpsVelData.East;
vel[2] = gpsVelData.Down;
}
/*
* TODO: Need to add a general sanity check for all the inputs to make sure their kosher
* although probably should occur within INS itself
*/
if (sensors)
INSCorrection(&magData.x, NED, vel, ( baroData.Altitude + baroOffset ), sensors);
// Copy the position and velocity into the UAVO
PositionActualData positionActual;
PositionActualGet(&positionActual);
positionActual.North = Nav.Pos[0];
positionActual.East = Nav.Pos[1];
positionActual.Down = Nav.Pos[2];
PositionActualSet(&positionActual);
VelocityActualData velocityActual;
VelocityActualGet(&velocityActual);
velocityActual.North = Nav.Vel[0];
velocityActual.East = Nav.Vel[1];
velocityActual.Down = Nav.Vel[2];
VelocityActualSet(&velocityActual);
if (revoCalibration.BiasCorrectedRaw == REVOCALIBRATION_BIASCORRECTEDRAW_TRUE && !gyroBiasSettingsUpdated) {
// Copy the gyro bias into the UAVO except when it was updated
// from the settings during the calculation, then consume it
// next cycle
gyrosBias.x = Nav.gyro_bias[0] * 180.0f / F_PI;
gyrosBias.y = Nav.gyro_bias[1] * 180.0f / F_PI;
gyrosBias.z = Nav.gyro_bias[2] * 180.0f / F_PI;
GyrosBiasSet(&gyrosBias);
}
return 0;
}
