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actuator: Implement Smith predictor for actuator delay compensation.
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glowtape committed Feb 3, 2018
1 parent e779a10 commit b2469cc
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Showing 2 changed files with 113 additions and 5 deletions.
109 changes: 104 additions & 5 deletions flight/Modules/Actuator/actuator.c
Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,7 @@
#include "manualcontrolcommand.h"
#include "pios_thread.h"
#include "pios_queue.h"
#include "pios_sensors.h"
#include "misc_math.h"

// Private constants
Expand Down Expand Up @@ -97,6 +98,29 @@ static MixerSettingsMixer1TypeOptions types_mixer[MAX_MIX_ACTUATORS];

static float motor_mixer[MAX_MIX_ACTUATORS * MIXERSETTINGS_MIXER1VECTOR_NUMELEM];
static float motor_mixer_inv[MAX_MIX_ACTUATORS * MIXERSETTINGS_MIXER1VECTOR_NUMELEM];
static bool inverse_mixer_computed = false;

#define SMITHP_MAX_DELAY 64

struct smith_predictor {

uint32_t samples;
uint32_t idx;

/* This is gonna be a ring buffer. */
float *data;

float iir_alpha;
float iir[MAX_MIX_ACTUATORS];

float mix;
};

static struct smith_predictor* smithp_init(float delay, float iir, float mix);
static void smithp_push_vect(struct smith_predictor *m, float *motor_vect);
static void smithp_compensate(struct smith_predictor *m, float *motor_vect);

struct smith_predictor *smithp;

/* These are various settings objects used throughout the actuator code */
static ActuatorSettingsData actuatorSettings;
Expand Down Expand Up @@ -699,6 +723,14 @@ static void actuator_settings_update()
desired_3d_mask |= (1 << i);
}
}

if (!smithp && actuatorSettings.SmithPredictorDelay > 0.1f) {
float dT = 1.0f / (float)PIOS_SENSORS_GetSampleRate(PIOS_SENSOR_GYRO) * 1000.0f;
int delay = (int)(actuatorSettings.SmithPredictorDelay / dT + 0.5f);
if (delay > 0) {
smithp = smithp_init(delay, actuatorSettings.SmithPredictorIIR, actuatorSettings.SmithPredictorMix);
}
}
}

/**
Expand Down Expand Up @@ -754,17 +786,13 @@ static void actuator_task(void* parameters)
SystemSettingsAirframeTypeGet(&airframe_type);

compute_mixer();
<<<<<<< HEAD
=======

/* If we can't calculate a proper inverse mixer,
* set failsafe.
*/
if (compute_inverse_mixer()) {
set_failsafe();
continue;
inverse_mixer_computed = true;
}
>>>>>>> mlyle/mpl-actmodel

MixerSettingsThrottleCurve2Get(curve2);
MixerSettingsCurve2SourceGet(&curve2_src);
Expand Down Expand Up @@ -838,6 +866,8 @@ static void actuator_task(void* parameters)
normalize_input_data(this_systime, &desired_vect, &armed,
&spin_while_armed, &stabilize_now);

smithp_compensate(smithp, desired_vect);

/* Multiply the actuators x desired matrix by the
* desired x 1 column vector. */
matrix_mul_check(motor_mixer, desired_vect, motor_vect,
Expand Down Expand Up @@ -870,6 +900,8 @@ static void actuator_task(void* parameters)
dT, armed, spin_while_armed, stabilize_now,
&maxpoweradd_bucket);

smithp_push_vect(smithp, motor_vect);

/* If we got this far, everything is OK. */
AlarmsClear(SYSTEMALARMS_ALARM_ACTUATOR);
}
Expand Down Expand Up @@ -1076,6 +1108,73 @@ static void set_failsafe()
ActuatorCommandChannelSet(Channel);
}

static struct smith_predictor* smithp_init(float delay, float iir, float mix)
{
struct smith_predictor *m = PIOS_malloc_no_dma(sizeof(*m));
if (!m)
return NULL;
memset(m, 0, sizeof(*m));

if (delay > SMITHP_MAX_DELAY) delay = SMITHP_MAX_DELAY;

m->samples = delay;
m->iir_alpha = iir;
m->mix = mix;

m->data = PIOS_malloc_no_dma(delay * MAX_MIX_ACTUATORS * sizeof(*m->data));
if (!m->data)
return NULL;
memset(m->data, 0, sizeof(*m->data) * delay * MAX_MIX_ACTUATORS);

return m;
}

/*
Call order for it to work should be:
- Compensate
- Push vect
*/

static void smithp_push_vect(struct smith_predictor *m, float *motor_vect)
{
if (!m) return;

uint32_t p = (m->idx % m->samples) * MAX_MIX_ACTUATORS;

/* Write motor vector to position. */
for (int i = 0; i < MAX_MIX_ACTUATORS; i++) {
float v = motor_vect[i];
m->data[p++] = v != v ? 0 : v;
}

/* Moves pointer to oldest data point (via modulo) for _compensate. */
m->idx++;
}

static void smithp_compensate(struct smith_predictor *m, float *desired_vect)
{
if (!m || !inverse_mixer_computed) return;

uint32_t p = (m->idx % m->samples) * MAX_MIX_ACTUATORS;

float inv[MIXERSETTINGS_MIXER1VECTOR_NUMELEM];

for (int i = 0; i < MAX_MIX_ACTUATORS; i++) {
/* Do IIR on delayed data*/
m->iir[i] = m->iir[i] * m->iir_alpha + (1 - m->iir_alpha) * m->data[p++];
}

/* Do inverse stuff. */
matrix_mul_check(motor_mixer_inv, m->iir, inv,
MIXERSETTINGS_MIXER1VECTOR_NUMELEM,
MAX_MIX_ACTUATORS,
1);

for (int i = 0; i < MIXERSETTINGS_MIXER1VECTOR_NUMELEM; i++) {
desired_vect[i] += m->mix * (desired_vect[i] - inv[i]);
}
}

/**
* @}
* @}
Expand Down
9 changes: 9 additions & 0 deletions shared/uavobjectdefinition/actuatorsettings.xml
Original file line number Diff line number Diff line change
Expand Up @@ -33,5 +33,14 @@
<field defaultvalue="0.9" elements="1" name="MotorInputOutputCurveFit" type="float" units="">
<description>Actuator mapping of input in [-1,1] to output on [-1,1], using power equation of type x^value. This is intended to correct for the non-linear relationship between input command and output power inherent in brushless ESC/motor combinations. A setting below 1.0 will improve high-throttle control stability.</description>
</field>
<field name="SmithPredictorDelay" elements="1" defaultvalue="3.2" type="float" units="ms">
<description>By how much milliseconds to delay the actuator commands fed into the predictor.</description>
</field>
<field name="SmithPredictorIIR" elements="1" defaultvalue="0.5" type="float" units="">
<description>IIR coefficient for smoothing.</description>
</field>
<field name="SmithPredictorMix" elements="1" defaultvalue="0.5" type="float" units="">
<description>Amount of contribution by the smith predictor to the control signal.</description>
</field>
</object>
</xml>

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