mirror of
https://github.com/paparazzi/paparazzi.git
synced 2026-05-26 08:22:43 +08:00
improve vertical adaptation filter
- ADAPT_NOISE_FACTOR allows to control convergence speed - ref_zd is used to lower confidence when asking to climb/descend - ADAPT_HOVER flag is not needed (default and only behavior - large values of commands or measurements are discarded - handle correctly SUPERVISION_MIN/MAX
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@@ -37,14 +37,6 @@
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#include "generated/airframe.h"
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/* In case Asctec controllers are used without supervision */
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#ifndef SUPERVISION_MIN_MOTOR
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#define SUPERVISION_MIN_MOTOR 1
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#endif
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#ifndef SUPERVISION_MAX_MOTOR
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#define SUPERVISION_MAX_MOTOR 200
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#endif
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uint8_t guidance_v_mode;
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int32_t guidance_v_ff_cmd;
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int32_t guidance_v_fb_cmd;
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@@ -150,13 +142,7 @@ void guidance_v_run(bool_t in_flight) {
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// FIXME... SATURATIONS NOT TAKEN INTO ACCOUNT
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// AKA SUPERVISION and co
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if (in_flight) {
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// FIXME: we should use something after the supervision!!! fuck!!!
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int32_t cmd_hack = Chop(stabilization_cmd[COMMAND_THRUST], SUPERVISION_MIN_MOTOR, SUPERVISION_MAX_MOTOR);
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gv_adapt_run(ins_ltp_accel.z, cmd_hack);
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}
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else {
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// reset vertical filter until takeoff
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//ins_vf_realign = TRUE;
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gv_adapt_run(ins_ltp_accel.z, stabilization_cmd[COMMAND_THRUST], guidance_v_zd_ref);
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}
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switch (guidance_v_mode) {
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@@ -37,6 +37,16 @@ extern int32_t gv_adapt_Xmeas;
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#ifdef GUIDANCE_V_C
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/** Supervision default bounds
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* In case Asctec controllers are used without supervision
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* */
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#ifndef SUPERVISION_MIN_MOTOR
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#define SUPERVISION_MIN_MOTOR 1
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#endif
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#ifndef SUPERVISION_MAX_MOTOR
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#define SUPERVISION_MAX_MOTOR 200
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#endif
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/** State of the estimator
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* fixed point representation with #GV_ADAPT_X_FRAC
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* Q13.18
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@@ -61,56 +71,73 @@ int32_t gv_adapt_Xmeas;
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#define GV_ADAPT_P0_F 0.5
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#define GV_ADAPT_P0 BFP_OF_REAL(GV_ADAPT_P0_F, GV_ADAPT_P_FRAC)
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/* System and Measuremement noises */
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/* System noises */
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#define GV_ADAPT_SYS_NOISE_F 0.00005
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#define GV_ADAPT_SYS_NOISE BFP_OF_REAL(GV_ADAPT_SYS_NOISE_F, GV_ADAPT_P_FRAC)
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#if !USE_ADAPT_HOVER
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/** Adapt noise factor
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* Smaller values will make the filter to adapter faster
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* Bigger values (slower adaptation) make the filter more robust to external perturbations
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* Factor should always be >0
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*/
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#ifndef GUIDANCE_V_ADAPT_NOISE_FACTOR
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#define GUIDANCE_V_ADAPT_NOISE_FACTOR 1.0
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#endif
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#define GV_ADAPT_MEAS_NOISE_F 2.0
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#define GV_ADAPT_MEAS_NOISE BFP_OF_REAL(GV_ADAPT_MEAS_NOISE_F, GV_ADAPT_P_FRAC)
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#else /* USE_ADAPT_HOVER */
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#define GV_ADAPT_MEAS_NOISE_HOVER_F 10.0
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/* Measuremement noises */
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#define GV_ADAPT_MEAS_NOISE_HOVER_F (8.0*GUIDANCE_V_ADAPT_NOISE_FACTOR)
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#define GV_ADAPT_MEAS_NOISE_HOVER BFP_OF_REAL(GV_ADAPT_MEAS_NOISE_HOVER_F, GV_ADAPT_P_FRAC)
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#define GV_ADAPT_MEAS_NOISE_F 50.0
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#define GV_ADAPT_MEAS_NOISE BFP_OF_REAL(GV_ADAPT_MEAS_NOISE_F, GV_ADAPT_P_FRAC)
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#define GV_ADAPT_MEAS_NOISE_OF_ZD (20.0*GUIDANCE_V_ADAPT_NOISE_FACTOR)
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#define GV_ADAPT_MAX_ACCEL ACCEL_BFP_OF_REAL(4.0)
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#define GV_ADAPT_HOVER_ACCEL ACCEL_BFP_OF_REAL(1.0)
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#define GV_ADAPT_MAX_CMD 180
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#define GV_ADAPT_MIN_CMD 20
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#define GV_ADAPT_HOVER_MAX_CMD 120
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#define GV_ADAPT_HOVER_MIN_CMD 60
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/** Filter is not fed if accel values are more than +/- MAX_ACCEL
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* MAX_ACCEL is a positive value in m/s^2
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*/
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#ifndef GUIDANCE_V_ADAPT_MAX_ACCEL
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#define GUIDANCE_V_ADAPT_MAX_ACCEL 4.0
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#endif
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#define GV_ADAPT_MAX_ACCEL ACCEL_BFP_OF_REAL(GUIDANCE_V_ADAPT_MAX_ACCEL)
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/** Filter is not fed if command values are out of a % of MIN/MAX_SUPERVISION
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* MAX_CMD and MIN_CMD must be between 0 and 1 with MIN_CMD < MAX_CMD
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*/
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#ifndef GUIDANCE_V_ADAPT_MAX_CMD
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#define GUIDANCE_V_ADAPT_MAX_CMD 0.9
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#endif
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#ifndef GUIDANCE_V_ADAPT_MIN_CMD
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#define GUIDANCE_V_ADAPT_MIN_CMD 0.1
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#endif
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#define GV_ADAPT_MAX_CMD ((int32_t)(SUPERVISION_MIN_MOTOR + (GUIDANCE_V_ADAPT_MAX_CMD * (SUPERVISION_MAX_MOTOR - SUPERVISION_MIN_MOTOR))))
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#define GV_ADAPT_MIN_CMD ((int32_t)(SUPERVISION_MIN_MOTOR + (GUIDANCE_V_ADAPT_MIN_CMD * (SUPERVISION_MAX_MOTOR - SUPERVISION_MIN_MOTOR))))
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#endif /* USE_ADAPT_HOVER */
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static inline void gv_adapt_init(void) {
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gv_adapt_X = GV_ADAPT_X0;
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gv_adapt_P = GV_ADAPT_P0;
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}
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/*
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zdd_meas : INT32_ACCEL_FRAC
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thrust_applied : controller input [2-200]
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*/
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/** Adaptation function
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* zdd_meas : INT32_ACCEL_FRAC
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* thrust_applied : controller input [SUPERVISION_MIN_MOTOR, SUPERVISION_MAX_MOTOR]
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* zd_ref: INT32_SPEED_FRAC
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*/
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#define K_FRAC 12
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static inline void gv_adapt_run(int32_t zdd_meas, int32_t thrust_applied) {
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static inline void gv_adapt_run(int32_t zdd_meas, int32_t thrust_applied, int32_t zd_ref) {
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/* Do you really think we want to divide by zero ? */
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if (thrust_applied == 0) return;
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/* Do you really think we want to divide by zero ?
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* Negative commands are also prohibited here
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*/
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if (thrust_applied <= 0) return;
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/* We don't propagate state, it's constant ! */
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/* We propagate our covariance */
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gv_adapt_P = gv_adapt_P + GV_ADAPT_SYS_NOISE;
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#if USE_ADAPT_HOVER
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/* Update only if accel and commands are in a valid range */
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if (thrust_applied < GV_ADAPT_MIN_CMD || thrust_applied > GV_ADAPT_MAX_CMD
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|| zdd_meas < -GV_ADAPT_MAX_ACCEL || zdd_meas > GV_ADAPT_MAX_ACCEL)
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|| zdd_meas < -GV_ADAPT_MAX_ACCEL || zdd_meas > GV_ADAPT_MAX_ACCEL) {
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return;
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#endif
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}
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/* Compute our measurement. If zdd_meas is in the range +/-5g, meas is less than 24 bits */
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const int32_t g_m_zdd = ((int32_t)BFP_OF_REAL(9.81, INT32_ACCEL_FRAC) - zdd_meas)<<(GV_ADAPT_X_FRAC - INT32_ACCEL_FRAC);
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@@ -124,14 +151,9 @@ static inline void gv_adapt_run(int32_t zdd_meas, int32_t thrust_applied) {
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int32_t residual = gv_adapt_Xmeas - gv_adapt_X;
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/* Covariance Error */
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int32_t E = 0;
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#if USE_ADAPT_HOVER
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if ((thrust_applied > GV_ADAPT_HOVER_MIN_CMD && thrust_applied < GV_ADAPT_HOVER_MAX_CMD) ||
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(zdd_meas > -GV_ADAPT_HOVER_ACCEL && zdd_meas < GV_ADAPT_HOVER_ACCEL))
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E = gv_adapt_P + GV_ADAPT_MEAS_NOISE_HOVER;
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else
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#endif
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E = gv_adapt_P + GV_ADAPT_MEAS_NOISE;
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int32_t ref = zd_ref >> (INT32_SPEED_FRAC - GV_ADAPT_P_FRAC);
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if (zd_ref < 0) ref = -ref;
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int32_t E = gv_adapt_P + GV_ADAPT_MEAS_NOISE_HOVER + ref * GV_ADAPT_MEAS_NOISE_OF_ZD;
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/* Kalman gain */
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int32_t K = (gv_adapt_P<<K_FRAC) / E;
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@@ -32,6 +32,9 @@
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#define REF_DOT_FRAC 11
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#define REF_FRAC 16
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#ifndef SUPERVISION_SCALE
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#define SUPERVISION_SCALE MAX_PPRZ
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#endif
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#define OFFSET_AND_ROUND(_a, _b) (((_a)+(1<<((_b)-1)))>>(_b))
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#define OFFSET_AND_ROUND2(_a, _b) (((_a)+(1<<((_b)-1))-((_a)<0?1:0))>>(_b))
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