mc_hover_thrust_estimator: validity flag and other small improvements/fixes

- track and publish validity based on hover thrust variance, innovation test ratio, and hysteresis
 - only publish on actual updates or becoming inactive
 - fix dt (previous timestamp wasn't being saved)
 - use local position timestamp (corresponding) to accel data rather than current time to avoid unnecessary timing jitter
 - check local position validity before using
 - mc_hover_thrust_estimator: move from wq:lp_default -> wq:nav_and_controllers to ensure the hover thrust estimator runs after the position controller and uses the same vehicle_local_position data
 - land_detector: check hover thrust estimate validity and adjust low throttle thresholds if hover thrust is available
 - mc_pos_control: only use hover thrust estimate if valid
This commit is contained in:
Daniel Agar 2020-08-03 10:30:52 -04:00 committed by GitHub
parent 958d5a36ec
commit ba640acfcc
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7 changed files with 103 additions and 36 deletions

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@ -1,4 +1,5 @@
uint64 timestamp # time since system start (microseconds)
uint64 timestamp # time since system start (microseconds)
uint64 timestamp_sample # time of corresponding sensor data last used for this estimate
float32 hover_thrust # estimated hover thrust [0.1, 0.9]
float32 hover_thrust_var # estimated hover thrust variance
@ -8,3 +9,5 @@ float32 accel_innov_var # innovation variance of the last acceleration fusion
float32 accel_innov_test_ratio # normalized innovation squared test ratio
float32 accel_noise_var # vertical acceleration noise variance estimated form innovation residual
bool valid

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@ -106,7 +106,11 @@ void MulticopterLandDetector::_update_topics()
hover_thrust_estimate_s hte;
if (_hover_thrust_estimate_sub.update(&hte)) {
_params.hoverThrottle = hte.hover_thrust;
if (hte.valid) {
_params.hoverThrottle = hte.hover_thrust;
}
_hover_thrust_estimate_valid = hte.valid;
}
}
}
@ -182,9 +186,9 @@ bool MulticopterLandDetector::_get_ground_contact_state()
}
// low thrust: 30% of throttle range between min and hover
const float sys_low_throttle = _params.minThrottle + (_params.hoverThrottle - _params.minThrottle) * 0.3f;
// low thrust: 30% of throttle range between min and hover, relaxed to 60% if hover thrust estimate available
const float thr_pct_hover = _hover_thrust_estimate_valid ? 0.6f : 0.3f;
const float sys_low_throttle = _params.minThrottle + (_params.hoverThrottle - _params.minThrottle) * thr_pct_hover;
bool ground_contact = (_actuator_controls_throttle <= sys_low_throttle);
// if we have a valid velocity setpoint and the vehicle is demanded to go down but no vertical movement present,

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@ -114,6 +114,7 @@ private:
bool _flag_control_climb_rate_enabled{false};
bool _hover_thrust_initialized{false};
bool _hover_thrust_estimate_valid{false};
float _actuator_controls_throttle{0.f};

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@ -39,10 +39,13 @@ px4_add_library(zero_order_hover_thrust_ekf
px4_add_module(
MODULE modules__mc_hover_thrust_estimator
MAIN mc_hover_thrust_estimator
COMPILE_FLAGS
${MAX_CUSTOM_OPT_LEVEL}
SRCS
MulticopterHoverThrustEstimator.cpp
MulticopterHoverThrustEstimator.hpp
DEPENDS
hysteresis
mathlib
px4_work_queue
zero_order_hover_thrust_ekf

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@ -41,10 +41,13 @@
#include <mathlib/mathlib.h>
using namespace time_literals;
MulticopterHoverThrustEstimator::MulticopterHoverThrustEstimator() :
ModuleParams(nullptr),
WorkItem(MODULE_NAME, px4::wq_configurations::lp_default)
WorkItem(MODULE_NAME, px4::wq_configurations::nav_and_controllers)
{
_valid_hysteresis.set_hysteresis_time_from(false, 2_s);
updateParams();
reset();
}
@ -93,6 +96,11 @@ void MulticopterHoverThrustEstimator::Run()
return;
}
// new local position estimate and setpoint needed every iteration
if (!_vehicle_local_pos_sub.updated() || !_vehicle_local_position_setpoint_sub.updated()) {
return;
}
// check for parameter updates
if (_parameter_update_sub.updated()) {
// clear update
@ -105,73 +113,112 @@ void MulticopterHoverThrustEstimator::Run()
perf_begin(_cycle_perf);
vehicle_land_detected_s vehicle_land_detected;
vehicle_status_s vehicle_status;
vehicle_local_position_s local_pos;
if (_vehicle_land_detected_sub.updated()) {
vehicle_land_detected_s vehicle_land_detected;
if (_vehicle_land_detected_sub.update(&vehicle_land_detected)) {
_landed = vehicle_land_detected.landed;
if (_vehicle_land_detected_sub.copy(&vehicle_land_detected)) {
_landed = vehicle_land_detected.landed;
}
}
if (_vehicle_status_sub.update(&vehicle_status)) {
_armed = (vehicle_status.arming_state == vehicle_status_s::ARMING_STATE_ARMED);
if (_vehicle_status_sub.updated()) {
vehicle_status_s vehicle_status;
if (_vehicle_status_sub.copy(&vehicle_status)) {
_armed = (vehicle_status.arming_state == vehicle_status_s::ARMING_STATE_ARMED);
}
}
if (_vehicle_local_pos_sub.update(&local_pos)) {
// always copy latest position estimate
vehicle_local_position_s local_pos{};
if (_vehicle_local_pos_sub.copy(&local_pos)) {
// This is only necessary because the landed
// flag of the land detector does not guarantee that
// the vehicle does not touch the ground anymore
// TODO: improve the landed flag
_in_air = local_pos.dist_bottom > 1.f;
if (local_pos.dist_bottom_valid) {
_in_air = local_pos.dist_bottom > 1.f;
}
}
ZeroOrderHoverThrustEkf::status status{};
const float dt = (local_pos.timestamp - _timestamp_last) * 1e-6f;
_timestamp_last = local_pos.timestamp;
if (_armed && !_landed && (dt > 0.001f) && (dt < 1.f) && PX4_ISFINITE(local_pos.az)) {
_hover_thrust_ekf.predict(dt);
if (_armed && !_landed && _in_air) {
vehicle_local_position_setpoint_s local_pos_sp;
if (_vehicle_local_position_setpoint_sub.update(&local_pos_sp)) {
const hrt_abstime now = hrt_absolute_time();
const float dt = math::constrain((now - _timestamp_last) / 1e6f, 0.002f, 0.2f);
_hover_thrust_ekf.predict(dt);
if (PX4_ISFINITE(local_pos.az) && PX4_ISFINITE(local_pos_sp.thrust[2])) {
if (PX4_ISFINITE(local_pos_sp.thrust[2])) {
// Inform the hover thrust estimator about the measured vertical
// acceleration (positive acceleration is up) and the current thrust (positive thrust is up)
ZeroOrderHoverThrustEkf::status status;
_hover_thrust_ekf.fuseAccZ(-local_pos.az, -local_pos_sp.thrust[2], status);
const bool valid = _in_air && (status.hover_thrust_var < 0.001f) && (status.innov_test_ratio < 1.f);
_valid_hysteresis.set_state_and_update(valid, local_pos.timestamp);
_valid = _valid_hysteresis.get_state();
publishStatus(local_pos.timestamp, status);
}
}
} else {
_valid_hysteresis.set_state_and_update(false, hrt_absolute_time());
if (!_armed) {
reset();
}
status.hover_thrust = _hover_thrust_ekf.getHoverThrustEstimate();
status.hover_thrust_var = _hover_thrust_ekf.getHoverThrustEstimateVar();
status.accel_noise_var = _hover_thrust_ekf.getAccelNoiseVar();
status.innov = NAN;
status.innov_var = NAN;
status.innov_test_ratio = NAN;
}
if (_valid) {
// only publish a single message to invalidate
publishInvalidStatus();
publishStatus(status);
_valid = false;
}
}
perf_end(_cycle_perf);
}
void MulticopterHoverThrustEstimator::publishStatus(ZeroOrderHoverThrustEkf::status &status)
void MulticopterHoverThrustEstimator::publishStatus(const hrt_abstime &timestamp_sample,
const ZeroOrderHoverThrustEkf::status &status)
{
hover_thrust_estimate_s status_msg{};
hover_thrust_estimate_s status_msg;
status_msg.timestamp_sample = timestamp_sample;
status_msg.hover_thrust = status.hover_thrust;
status_msg.hover_thrust_var = status.hover_thrust_var;
status_msg.accel_innov = status.innov;
status_msg.accel_innov_var = status.innov_var;
status_msg.accel_innov_test_ratio = status.innov_test_ratio;
status_msg.accel_noise_var = status.accel_noise_var;
status_msg.valid = _valid;
status_msg.timestamp = hrt_absolute_time();
_hover_thrust_ekf_pub.publish(status_msg);
}
void MulticopterHoverThrustEstimator::publishInvalidStatus()
{
hover_thrust_estimate_s status_msg{};
status_msg.hover_thrust = NAN;
status_msg.hover_thrust_var = NAN;
status_msg.accel_innov = NAN;
status_msg.accel_innov_var = NAN;
status_msg.accel_innov_test_ratio = NAN;
status_msg.accel_noise_var = NAN;
status_msg.timestamp = hrt_absolute_time();
_hover_thrust_ekf_pub.publish(status_msg);
}

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@ -42,6 +42,7 @@
#pragma once
#include <drivers/drv_hrt.h>
#include <lib/hysteresis/hysteresis.h>
#include <lib/perf/perf_counter.h>
#include <px4_platform_common/defines.h>
#include <px4_platform_common/module.h>
@ -86,7 +87,9 @@ private:
void updateParams() override;
void reset();
void publishStatus(ZeroOrderHoverThrustEkf::status &status);
void publishStatus(const hrt_abstime &timestamp_sample, const ZeroOrderHoverThrustEkf::status &status);
void publishInvalidStatus();
ZeroOrderHoverThrustEkf _hover_thrust_ekf{};
@ -105,6 +108,10 @@ private:
bool _landed{false};
bool _in_air{false};
bool _valid{false};
systemlib::Hysteresis _valid_hysteresis{false};
perf_counter_t _cycle_perf{perf_alloc(PC_ELAPSED, MODULE_NAME": cycle time")};
DEFINE_PARAMETERS(

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@ -435,7 +435,9 @@ MulticopterPositionControl::poll_subscriptions()
hover_thrust_estimate_s hte;
if (_hover_thrust_estimate_sub.update(&hte)) {
_control.updateHoverThrust(hte.hover_thrust);
if (hte.valid) {
_control.updateHoverThrust(hte.hover_thrust);
}
}
}
}