Loading services/sensorservice/Fusion.cpp +55 −4 Original line number Diff line number Diff line Loading @@ -47,9 +47,41 @@ static const float biasVAR = 1e-8; // (rad/s)^2 / s (guessed) static const float accSTDEV = 0.05f; // m/s^2 (measured 0.08 / CDD 0.05) static const float magSTDEV = 0.5f; // uT (measured 0.7 / CDD 0.5) static const float FREE_FALL_THRESHOLD = 0.981f; static const float SYMMETRY_TOLERANCE = 1e-10f; /* * Accelerometer updates will not be performed near free fall to avoid ill-conditioning and * div by zeros. * Threshhold: 10% of g, in m/s^2 */ static const float FREE_FALL_THRESHOLD = 0.981f; static const float FREE_FALL_THRESHOLD_SQ = FREE_FALL_THRESHOLD*FREE_FALL_THRESHOLD; /* * The geomagnetic-field should be between 30uT and 60uT. * Fields strengths greater than this likely indicate a local magnetic disturbance which * we do not want to update into the fused frame. */ static const float MAX_VALID_MAGNETIC_FIELD = 100; // uT static const float MAX_VALID_MAGNETIC_FIELD_SQ = MAX_VALID_MAGNETIC_FIELD*MAX_VALID_MAGNETIC_FIELD; /* * Values of the field smaller than this should be ignored in fusion to avoid ill-conditioning. * This state can happen with anomalous local magnetic disturbances canceling the Earth field. */ static const float MIN_VALID_MAGNETIC_FIELD = 10; // uT static const float MIN_VALID_MAGNETIC_FIELD_SQ = MIN_VALID_MAGNETIC_FIELD*MIN_VALID_MAGNETIC_FIELD; /* * If the cross product of two vectors has magnitude squared less than this, we reject it as * invalid due to alignment of the vectors. * This threshold is used to check for the case where the magnetic field sample is parallel to * the gravity field, which can happen in certain places due to magnetic field disturbances. */ static const float MIN_VALID_CROSS_PRODUCT_MAG = 1.0e-3; static const float MIN_VALID_CROSS_PRODUCT_MAG_SQ = MIN_VALID_CROSS_PRODUCT_MAG*MIN_VALID_CROSS_PRODUCT_MAG; // ----------------------------------------------------------------------- template <typename TYPE, size_t C, size_t R> Loading Loading @@ -240,8 +272,10 @@ void Fusion::handleGyro(const vec3_t& w, float dT) { status_t Fusion::handleAcc(const vec3_t& a) { // ignore acceleration data if we're close to free-fall if (length(a) < FREE_FALL_THRESHOLD) if (length_squared(a) < FREE_FALL_THRESHOLD_SQ) { LOGW("handleAcc: near free fall, not updating!"); return BAD_VALUE; } if (!checkInitComplete(ACC, a)) return BAD_VALUE; Loading @@ -253,15 +287,32 @@ status_t Fusion::handleAcc(const vec3_t& a) { status_t Fusion::handleMag(const vec3_t& m) { // the geomagnetic-field should be between 30uT and 60uT // reject obviously wrong magnetic-fields if (length(m) > 100) // reject if too large to avoid spurious magnetic sources const float magFieldSq = length_squared(m); if (magFieldSq > MAX_VALID_MAGNETIC_FIELD_SQ) { LOGW("handleMag: magnetic field too large, not updating!"); return BAD_VALUE; } else if (magFieldSq < MIN_VALID_MAGNETIC_FIELD_SQ) { // Also reject if too small since we will get ill-defined (zero mag) cross-products below LOGW("handleMag: magnetic field too small, not updating!"); return BAD_VALUE; } if (!checkInitComplete(MAG, m)) return BAD_VALUE; // Orthogonalize the magnetic field to the gravity field, mapping it into tangent to Earth. const vec3_t up( getRotationMatrix() * Ba ); const vec3_t east( cross_product(m, up) ); // If the m and up vectors align, the cross product magnitude will approach 0. // Reject this case as well to avoid div by zero problems and ill-conditioning below. if (length_squared(east) < MIN_VALID_CROSS_PRODUCT_MAG_SQ) { LOGW("handleMag: magnetic field too aligned with up vector, not updating!"); return BAD_VALUE; } // If we have created an orthogonal magnetic field successfully, then pass it in as the update. vec3_t north( cross_product(up, east) ); const float l = 1 / length(north); Loading services/sensorservice/vec.h +9 −0 Original line number Diff line number Diff line Loading @@ -207,6 +207,15 @@ TYPE PURE length(const V<TYPE, SIZE>& v) { return sqrt(dot_product(v, v)); } template < template<typename T, size_t S> class V, typename TYPE, size_t SIZE > TYPE PURE length_squared(const V<TYPE, SIZE>& v) { return dot_product(v, v); } template < template<typename T, size_t S> class V, typename TYPE, Loading Loading
services/sensorservice/Fusion.cpp +55 −4 Original line number Diff line number Diff line Loading @@ -47,9 +47,41 @@ static const float biasVAR = 1e-8; // (rad/s)^2 / s (guessed) static const float accSTDEV = 0.05f; // m/s^2 (measured 0.08 / CDD 0.05) static const float magSTDEV = 0.5f; // uT (measured 0.7 / CDD 0.5) static const float FREE_FALL_THRESHOLD = 0.981f; static const float SYMMETRY_TOLERANCE = 1e-10f; /* * Accelerometer updates will not be performed near free fall to avoid ill-conditioning and * div by zeros. * Threshhold: 10% of g, in m/s^2 */ static const float FREE_FALL_THRESHOLD = 0.981f; static const float FREE_FALL_THRESHOLD_SQ = FREE_FALL_THRESHOLD*FREE_FALL_THRESHOLD; /* * The geomagnetic-field should be between 30uT and 60uT. * Fields strengths greater than this likely indicate a local magnetic disturbance which * we do not want to update into the fused frame. */ static const float MAX_VALID_MAGNETIC_FIELD = 100; // uT static const float MAX_VALID_MAGNETIC_FIELD_SQ = MAX_VALID_MAGNETIC_FIELD*MAX_VALID_MAGNETIC_FIELD; /* * Values of the field smaller than this should be ignored in fusion to avoid ill-conditioning. * This state can happen with anomalous local magnetic disturbances canceling the Earth field. */ static const float MIN_VALID_MAGNETIC_FIELD = 10; // uT static const float MIN_VALID_MAGNETIC_FIELD_SQ = MIN_VALID_MAGNETIC_FIELD*MIN_VALID_MAGNETIC_FIELD; /* * If the cross product of two vectors has magnitude squared less than this, we reject it as * invalid due to alignment of the vectors. * This threshold is used to check for the case where the magnetic field sample is parallel to * the gravity field, which can happen in certain places due to magnetic field disturbances. */ static const float MIN_VALID_CROSS_PRODUCT_MAG = 1.0e-3; static const float MIN_VALID_CROSS_PRODUCT_MAG_SQ = MIN_VALID_CROSS_PRODUCT_MAG*MIN_VALID_CROSS_PRODUCT_MAG; // ----------------------------------------------------------------------- template <typename TYPE, size_t C, size_t R> Loading Loading @@ -240,8 +272,10 @@ void Fusion::handleGyro(const vec3_t& w, float dT) { status_t Fusion::handleAcc(const vec3_t& a) { // ignore acceleration data if we're close to free-fall if (length(a) < FREE_FALL_THRESHOLD) if (length_squared(a) < FREE_FALL_THRESHOLD_SQ) { LOGW("handleAcc: near free fall, not updating!"); return BAD_VALUE; } if (!checkInitComplete(ACC, a)) return BAD_VALUE; Loading @@ -253,15 +287,32 @@ status_t Fusion::handleAcc(const vec3_t& a) { status_t Fusion::handleMag(const vec3_t& m) { // the geomagnetic-field should be between 30uT and 60uT // reject obviously wrong magnetic-fields if (length(m) > 100) // reject if too large to avoid spurious magnetic sources const float magFieldSq = length_squared(m); if (magFieldSq > MAX_VALID_MAGNETIC_FIELD_SQ) { LOGW("handleMag: magnetic field too large, not updating!"); return BAD_VALUE; } else if (magFieldSq < MIN_VALID_MAGNETIC_FIELD_SQ) { // Also reject if too small since we will get ill-defined (zero mag) cross-products below LOGW("handleMag: magnetic field too small, not updating!"); return BAD_VALUE; } if (!checkInitComplete(MAG, m)) return BAD_VALUE; // Orthogonalize the magnetic field to the gravity field, mapping it into tangent to Earth. const vec3_t up( getRotationMatrix() * Ba ); const vec3_t east( cross_product(m, up) ); // If the m and up vectors align, the cross product magnitude will approach 0. // Reject this case as well to avoid div by zero problems and ill-conditioning below. if (length_squared(east) < MIN_VALID_CROSS_PRODUCT_MAG_SQ) { LOGW("handleMag: magnetic field too aligned with up vector, not updating!"); return BAD_VALUE; } // If we have created an orthogonal magnetic field successfully, then pass it in as the update. vec3_t north( cross_product(up, east) ); const float l = 1 / length(north); Loading
services/sensorservice/vec.h +9 −0 Original line number Diff line number Diff line Loading @@ -207,6 +207,15 @@ TYPE PURE length(const V<TYPE, SIZE>& v) { return sqrt(dot_product(v, v)); } template < template<typename T, size_t S> class V, typename TYPE, size_t SIZE > TYPE PURE length_squared(const V<TYPE, SIZE>& v) { return dot_product(v, v); } template < template<typename T, size_t S> class V, typename TYPE, Loading