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# include "AP_NavEKF3.h"
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# include "AP_NavEKF3_core.h"
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# include <AP_HAL/HAL.h>
# include <AP_Logger/AP_Logger.h>
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# include <AP_DAL/AP_DAL.h>
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# pragma GCC diagnostic ignored "-Wnarrowing"
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void NavEKF3_core : : Log_Write_XKF1 ( uint64_t time_us ) const
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{
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// Write first EKF packet
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Vector3f euler ;
Vector2f posNE ;
float posD ;
Vector3f velNED ;
Vector3f gyroBias ;
float posDownDeriv ;
Location originLLH ;
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getEulerAngles ( euler ) ;
getVelNED ( velNED ) ;
getPosNE ( posNE ) ;
getPosD ( posD ) ;
getGyroBias ( gyroBias ) ;
posDownDeriv = getPosDownDerivative ( ) ;
if ( ! getOriginLLH ( originLLH ) ) {
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originLLH . alt = 0 ;
}
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const struct log_XKF1 pkt {
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LOG_PACKET_HEADER_INIT ( LOG_XKF1_MSG ) ,
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time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
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roll : ( int16_t ) ( 100 * degrees ( euler . x ) ) , // roll angle (centi-deg, displayed as deg due to format string)
pitch : ( int16_t ) ( 100 * degrees ( euler . y ) ) , // pitch angle (centi-deg, displayed as deg due to format string)
yaw : ( uint16_t ) wrap_360_cd ( 100 * degrees ( euler . z ) ) , // yaw angle (centi-deg, displayed as deg due to format string)
velN : ( float ) ( velNED . x ) , // velocity North (m/s)
velE : ( float ) ( velNED . y ) , // velocity East (m/s)
velD : ( float ) ( velNED . z ) , // velocity Down (m/s)
posD_dot : ( float ) ( posDownDeriv ) , // first derivative of down position
posN : ( float ) ( posNE . x ) , // metres North
posE : ( float ) ( posNE . y ) , // metres East
posD : ( float ) ( posD ) , // metres Down
gyrX : ( int16_t ) ( 100 * degrees ( gyroBias . x ) ) , // cd/sec, displayed as deg/sec due to format string
gyrY : ( int16_t ) ( 100 * degrees ( gyroBias . y ) ) , // cd/sec, displayed as deg/sec due to format string
gyrZ : ( int16_t ) ( 100 * degrees ( gyroBias . z ) ) , // cd/sec, displayed as deg/sec due to format string
originHgt : originLLH . alt // WGS-84 altitude of EKF origin in cm
} ;
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AP : : logger ( ) . WriteBlock ( & pkt , sizeof ( pkt ) ) ;
}
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void NavEKF3_core : : Log_Write_XKF2 ( uint64_t time_us ) const
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{
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// Write second EKF packet
Vector3f accelBias ;
Vector3f wind ;
Vector3f magNED ;
Vector3f magXYZ ;
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getAccelBias ( accelBias ) ;
getWind ( wind ) ;
getMagNED ( magNED ) ;
getMagXYZ ( magXYZ ) ;
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Vector2f dragInnov ;
float betaInnov = 0 ;
getSynthAirDataInnovations ( dragInnov , betaInnov ) ;
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const struct log_XKF2 pkt2 {
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LOG_PACKET_HEADER_INIT ( LOG_XKF2_MSG ) ,
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time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
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accBiasX : ( int16_t ) ( 100 * accelBias . x ) ,
accBiasY : ( int16_t ) ( 100 * accelBias . y ) ,
accBiasZ : ( int16_t ) ( 100 * accelBias . z ) ,
windN : ( int16_t ) ( 100 * wind . x ) ,
windE : ( int16_t ) ( 100 * wind . y ) ,
magN : ( int16_t ) ( magNED . x ) ,
magE : ( int16_t ) ( magNED . y ) ,
magD : ( int16_t ) ( magNED . z ) ,
magX : ( int16_t ) ( magXYZ . x ) ,
magY : ( int16_t ) ( magXYZ . y ) ,
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magZ : ( int16_t ) ( magXYZ . z ) ,
innovDragX : dragInnov . x ,
innovDragY : dragInnov . y ,
innovSideslip : betaInnov
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} ;
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AP : : logger ( ) . WriteBlock ( & pkt2 , sizeof ( pkt2 ) ) ;
}
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void NavEKF3_core : : Log_Write_XKFS ( uint64_t time_us ) const
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{
// Write sensor selection EKF packet
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const struct log_XKFS pkt {
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LOG_PACKET_HEADER_INIT ( LOG_XKFS_MSG ) ,
time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
mag_index : magSelectIndex ,
baro_index : selected_baro ,
gps_index : selected_gps ,
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airspeed_index : getActiveAirspeed ( ) ,
source_set : frontend - > sources . getPosVelYawSourceSet ( )
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} ;
AP : : logger ( ) . WriteBlock ( & pkt , sizeof ( pkt ) ) ;
}
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void NavEKF3_core : : Log_Write_XKF3 ( uint64_t time_us ) const
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{
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// Write third EKF packet
Vector3f velInnov ;
Vector3f posInnov ;
Vector3f magInnov ;
float tasInnov = 0 ;
float yawInnov = 0 ;
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getInnovations ( velInnov , posInnov , magInnov , tasInnov , yawInnov ) ;
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const struct log_XKF3 pkt3 {
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LOG_PACKET_HEADER_INIT ( LOG_XKF3_MSG ) ,
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time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
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innovVN : ( int16_t ) ( 100 * velInnov . x ) ,
innovVE : ( int16_t ) ( 100 * velInnov . y ) ,
innovVD : ( int16_t ) ( 100 * velInnov . z ) ,
innovPN : ( int16_t ) ( 100 * posInnov . x ) ,
innovPE : ( int16_t ) ( 100 * posInnov . y ) ,
innovPD : ( int16_t ) ( 100 * posInnov . z ) ,
innovMX : ( int16_t ) ( magInnov . x ) ,
innovMY : ( int16_t ) ( magInnov . y ) ,
innovMZ : ( int16_t ) ( magInnov . z ) ,
innovYaw : ( int16_t ) ( 100 * degrees ( yawInnov ) ) ,
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innovVT : ( int16_t ) ( 100 * tasInnov ) ,
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rerr : frontend - > coreRelativeErrors [ core_index ] ,
errorScore : frontend - > coreErrorScores [ core_index ]
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} ;
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AP : : logger ( ) . WriteBlock ( & pkt3 , sizeof ( pkt3 ) ) ;
}
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void NavEKF3_core : : Log_Write_XKF4 ( uint64_t time_us ) const
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{
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// Write fourth EKF packet
float velVar = 0 ;
float posVar = 0 ;
float hgtVar = 0 ;
Vector3f magVar ;
float tasVar = 0 ;
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uint16_t _faultStatus = 0 ;
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Vector2f offset ;
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const uint8_t timeoutStatus =
posTimeout < < 0 |
velTimeout < < 1 |
hgtTimeout < < 2 |
magTimeout < < 3 |
tasTimeout < < 4 ;
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nav_filter_status solutionStatus { } ;
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getVariances ( velVar , posVar , hgtVar , magVar , tasVar , offset ) ;
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float tempVar = fmaxF ( fmaxF ( magVar . x , magVar . y ) , magVar . z ) ;
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getFilterFaults ( _faultStatus ) ;
getFilterStatus ( solutionStatus ) ;
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const struct log_XKF4 pkt4 {
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LOG_PACKET_HEADER_INIT ( LOG_XKF4_MSG ) ,
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time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
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sqrtvarV : ( int16_t ) ( 100 * velVar ) ,
sqrtvarP : ( int16_t ) ( 100 * posVar ) ,
sqrtvarH : ( int16_t ) ( 100 * hgtVar ) ,
sqrtvarM : ( int16_t ) ( 100 * tempVar ) ,
sqrtvarVT : ( int16_t ) ( 100 * tasVar ) ,
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tiltErr : sqrtF ( MAX ( tiltErrorVariance , 0.0f ) ) , // estimated 1-sigma tilt error in radians
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offsetNorth : offset . x ,
offsetEast : offset . y ,
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faults : _faultStatus ,
timeouts : timeoutStatus ,
solution : solutionStatus . value ,
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gps : gpsCheckStatus . value ,
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primary : frontend - > getPrimaryCoreIndex ( )
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} ;
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AP : : logger ( ) . WriteBlock ( & pkt4 , sizeof ( pkt4 ) ) ;
}
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void NavEKF3_core : : Log_Write_XKF5 ( uint64_t time_us ) const
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{
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if ( core_index ! = frontend - > primary ) {
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// log only primary instance for now
return ;
}
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const struct log_XKF5 pkt5 {
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LOG_PACKET_HEADER_INIT ( LOG_XKF5_MSG ) ,
time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
normInnov : ( uint8_t ) ( MIN ( 100 * MAX ( flowTestRatio [ 0 ] , flowTestRatio [ 1 ] ) , 255 ) ) , // normalised innovation variance ratio for optical flow observations fused by the main nav filter
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FIX : ( int16_t ) ( 1000 * flowInnov [ 0 ] ) , // optical flow LOS rate vector innovations from the main nav filter
FIY : ( int16_t ) ( 1000 * flowInnov [ 1 ] ) , // optical flow LOS rate vector innovations from the main nav filter
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AFI : ( int16_t ) ( 1000 * auxFlowObsInnov . length ( ) ) , // optical flow LOS rate innovation from terrain offset estimator
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HAGL : ( int16_t ) ( 100 * ( terrainState - stateStruct . position . z ) ) , // height above ground level
offset : ( int16_t ) ( 100 * terrainState ) , // filter ground offset state error
RI : ( int16_t ) ( 100 * innovRng ) , // range finder innovations
meaRng : ( uint16_t ) ( 100 * rangeDataDelayed . rng ) , // measured range
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errHAGL : ( uint16_t ) ( 100 * sqrtF ( Popt ) ) , // note Popt is constrained to be non-negative in EstimateTerrainOffset()
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angErr : ( float ) outputTrackError . x , // output predictor angle error
velErr : ( float ) outputTrackError . y , // output predictor velocity error
posErr : ( float ) outputTrackError . z // output predictor position tracking error
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} ;
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AP : : logger ( ) . WriteBlock ( & pkt5 , sizeof ( pkt5 ) ) ;
}
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void NavEKF3_core : : Log_Write_Quaternion ( uint64_t time_us ) const
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{
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// log quaternion
Quaternion quat ;
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getQuaternion ( quat ) ;
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const struct log_XKQ pktq1 {
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LOG_PACKET_HEADER_INIT ( LOG_XKQ_MSG ) ,
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time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
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q1 : quat . q1 ,
q2 : quat . q2 ,
q3 : quat . q3 ,
q4 : quat . q4
} ;
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AP : : logger ( ) . WriteBlock ( & pktq1 , sizeof ( pktq1 ) ) ;
}
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// logs beacon information, one beacon per call
void NavEKF3_core : : Log_Write_Beacon ( uint64_t time_us )
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{
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if ( core_index ! = frontend - > primary ) {
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// log only primary instance for now
return ;
}
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if ( ! statesInitialised | | N_beacons = = 0 | | rngBcnFusionReport = = nullptr ) {
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return ;
}
// Ensure that beacons are not skipped due to calling this function at a rate lower than the updates
if ( rngBcnFuseDataReportIndex > = N_beacons ) {
rngBcnFuseDataReportIndex = 0 ;
}
const rngBcnFusionReport_t & report = rngBcnFusionReport [ rngBcnFuseDataReportIndex ] ;
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// write range beacon fusion debug packet if the range value is non-zero
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if ( report . rng < = 0.0f ) {
rngBcnFuseDataReportIndex + + ;
return ;
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}
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const struct log_XKF0 pkt10 {
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LOG_PACKET_HEADER_INIT ( LOG_XKF0_MSG ) ,
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time_us : time_us ,
core : DAL_CORE ( core_index ) ,
ID : rngBcnFuseDataReportIndex ,
rng : ( int16_t ) ( 100 * report . rng ) ,
innov : ( int16_t ) ( 100 * report . innov ) ,
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sqrtInnovVar : ( uint16_t ) ( 100 * sqrtF ( report . innovVar ) ) ,
testRatio : ( uint16_t ) ( 100 * constrain_ftype ( report . testRatio , 0.0f , 650.0f ) ) ,
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beaconPosN : ( int16_t ) ( 100 * report . beaconPosNED . x ) ,
beaconPosE : ( int16_t ) ( 100 * report . beaconPosNED . y ) ,
beaconPosD : ( int16_t ) ( 100 * report . beaconPosNED . z ) ,
offsetHigh : ( int16_t ) ( 100 * bcnPosDownOffsetMax ) ,
offsetLow : ( int16_t ) ( 100 * bcnPosDownOffsetMin ) ,
posN : ( int16_t ) ( 100 * receiverPos . x ) ,
posE : ( int16_t ) ( 100 * receiverPos . y ) ,
posD : ( int16_t ) ( 100 * receiverPos . z )
} ;
AP : : logger ( ) . WriteBlock ( & pkt10 , sizeof ( pkt10 ) ) ;
rngBcnFuseDataReportIndex + + ;
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}
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# if EK3_FEATURE_BODY_ODOM
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void NavEKF3_core : : Log_Write_BodyOdom ( uint64_t time_us )
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{
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if ( core_index ! = frontend - > primary ) {
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// log only primary instance for now
return ;
}
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const uint32_t updateTime_ms = MAX ( bodyOdmDataDelayed . time_ms , wheelOdmDataDelayed . time_ms ) ;
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if ( updateTime_ms > lastUpdateTime_ms ) {
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const struct log_XKFD pkt11 {
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LOG_PACKET_HEADER_INIT ( LOG_XKFD_MSG ) ,
time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
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velInnovX : innovBodyVel [ 0 ] ,
velInnovY : innovBodyVel [ 1 ] ,
velInnovZ : innovBodyVel [ 2 ] ,
velInnovVarX : varInnovBodyVel [ 0 ] ,
velInnovVarY : varInnovBodyVel [ 1 ] ,
velInnovVarZ : varInnovBodyVel [ 2 ]
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} ;
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AP : : logger ( ) . WriteBlock ( & pkt11 , sizeof ( pkt11 ) ) ;
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lastUpdateTime_ms = updateTime_ms ;
}
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}
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# endif
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void NavEKF3_core : : Log_Write_State_Variances ( uint64_t time_us )
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{
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if ( core_index ! = frontend - > primary ) {
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// log only primary instance for now
return ;
}
if ( AP : : dal ( ) . millis ( ) - lastEkfStateVarLogTime_ms > 490 ) {
lastEkfStateVarLogTime_ms = AP : : dal ( ) . millis ( ) ;
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const struct log_XKV pktv1 {
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LOG_PACKET_HEADER_INIT ( LOG_XKV1_MSG ) ,
time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
v00 : P [ 0 ] [ 0 ] ,
v01 : P [ 1 ] [ 1 ] ,
v02 : P [ 2 ] [ 2 ] ,
v03 : P [ 3 ] [ 3 ] ,
v04 : P [ 4 ] [ 4 ] ,
v05 : P [ 5 ] [ 5 ] ,
v06 : P [ 6 ] [ 6 ] ,
v07 : P [ 7 ] [ 7 ] ,
v08 : P [ 8 ] [ 8 ] ,
v09 : P [ 9 ] [ 9 ] ,
v10 : P [ 10 ] [ 10 ] ,
v11 : P [ 11 ] [ 11 ]
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} ;
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AP : : logger ( ) . WriteBlock ( & pktv1 , sizeof ( pktv1 ) ) ;
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const struct log_XKV pktv2 {
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LOG_PACKET_HEADER_INIT ( LOG_XKV2_MSG ) ,
time_us : time_us ,
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core : DAL_CORE ( core_index ) ,
v00 : P [ 12 ] [ 12 ] ,
v01 : P [ 13 ] [ 13 ] ,
v02 : P [ 14 ] [ 14 ] ,
v03 : P [ 15 ] [ 15 ] ,
v04 : P [ 16 ] [ 16 ] ,
v05 : P [ 17 ] [ 17 ] ,
v06 : P [ 18 ] [ 18 ] ,
v07 : P [ 19 ] [ 19 ] ,
v08 : P [ 20 ] [ 20 ] ,
v09 : P [ 21 ] [ 21 ] ,
v10 : P [ 22 ] [ 22 ] ,
v11 : P [ 23 ] [ 23 ]
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} ;
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AP : : logger ( ) . WriteBlock ( & pktv2 , sizeof ( pktv2 ) ) ;
}
}
void NavEKF3 : : Log_Write ( )
{
// only log if enabled
if ( activeCores ( ) < = 0 ) {
return ;
}
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if ( lastLogWrite_us = = imuSampleTime_us ) {
// vehicle is doubling up on logging
return ;
}
lastLogWrite_us = imuSampleTime_us ;
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uint64_t time_us = AP : : dal ( ) . micros64 ( ) ;
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for ( uint8_t i = 0 ; i < activeCores ( ) ; i + + ) {
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core [ i ] . Log_Write ( time_us ) ;
}
AP : : dal ( ) . start_frame ( AP_DAL : : FrameType : : LogWriteEKF3 ) ;
}
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void NavEKF3_core : : Log_Write ( uint64_t time_us )
{
// note that several of these functions exit-early if they're not
// attempting to log the primary core.
Log_Write_XKF1 ( time_us ) ;
Log_Write_XKF2 ( time_us ) ;
Log_Write_XKF3 ( time_us ) ;
Log_Write_XKF4 ( time_us ) ;
Log_Write_XKF5 ( time_us ) ;
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Log_Write_XKFS ( time_us ) ;
Log_Write_Quaternion ( time_us ) ;
Log_Write_GSF ( time_us ) ;
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// write range beacon fusion debug packet if the range value is non-zero
Log_Write_Beacon ( time_us ) ;
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# if EK3_FEATURE_BODY_ODOM
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// write debug data for body frame odometry fusion
Log_Write_BodyOdom ( time_us ) ;
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# endif
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// log state variances every 0.49s
Log_Write_State_Variances ( time_us ) ;
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Log_Write_Timing ( time_us ) ;
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}
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void NavEKF3_core : : Log_Write_Timing ( uint64_t time_us )
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{
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// log EKF timing statistics every 5s
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if ( AP : : dal ( ) . millis ( ) - lastTimingLogTime_ms < = 5000 ) {
return ;
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}
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lastTimingLogTime_ms = AP : : dal ( ) . millis ( ) ;
const struct log_XKT xkt {
LOG_PACKET_HEADER_INIT ( LOG_XKT_MSG ) ,
time_us : time_us ,
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core : core_index ,
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timing_count : timing . count ,
dtIMUavg_min : timing . dtIMUavg_min ,
dtIMUavg_max : timing . dtIMUavg_max ,
dtEKFavg_min : timing . dtEKFavg_min ,
dtEKFavg_max : timing . dtEKFavg_max ,
delAngDT_min : timing . delAngDT_min ,
delAngDT_max : timing . delAngDT_max ,
delVelDT_min : timing . delVelDT_min ,
delVelDT_max : timing . delVelDT_max ,
} ;
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memset ( & timing , 0 , sizeof ( timing ) ) ;
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AP : : logger ( ) . WriteBlock ( & xkt , sizeof ( xkt ) ) ;
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}
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void NavEKF3_core : : Log_Write_GSF ( uint64_t time_us )
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{
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if ( yawEstimator = = nullptr ) {
return ;
}
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yawEstimator - > Log_Write ( time_us , LOG_XKY0_MSG , LOG_XKY1_MSG , DAL_CORE ( core_index ) ) ;
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}