gyro_fft promote to modules and include on all boards

This commit is contained in:
Daniel Agar
2021-03-05 10:56:54 -05:00
parent 00b3b3678b
commit 19de1e57e3
86 changed files with 87744 additions and 140 deletions
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############################################################################
#
# Copyright (c) 2020 PX4 Development Team. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# 1. Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# 2. Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in
# the documentation and/or other materials provided with the
# distribution.
# 3. Neither the name PX4 nor the names of its contributors may be
# used to endorse or promote products derived from this software
# without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
# FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
# COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
# BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
# OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
# AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
# ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
#
############################################################################
px4_add_git_submodule(TARGET git_cmsis_v5 PATH "${CMAKE_CURRENT_SOURCE_DIR}/CMSIS_5")
# Needed to include the configBoot module
# Define the path to CMSIS-DSP (ROOT is defined on command line when using cmake)
set(ROOT ${CMAKE_CURRENT_SOURCE_DIR}/CMSIS_5)
set(DSP ${ROOT}/CMSIS/DSP)
set(GCC ON CACHE BOOL "")
set(PLATFORM "FVP" CACHE STRING "")
set(ARM_CPU ${ARCHITECTURE} CACHE STRING "Set ARM CPU. Default : cortex-m4")
set(FASTMATH ON CACHE BOOL "")
set(TRANSFORM ON CACHE BOOL "")
#set(CONFIGTABLE ON CACHE BOOL "")
#set(ALLFAST ON CACHE BOOL "")
#set(ALLFFT ON CACHE BOOL "")
add_compile_options(
#-Wno-strict-prototypes
-Wno-error
-DARM_FFT_ALLOW_TABLES
-DARM_ALL_FFT_TABLES
-DARM_TABLE_TWIDDLECOEF_Q15_128
-DARM_TABLE_BITREVIDX_FXT_128
-DARM_TABLE_REALCOEF_Q15
-DARMCM4_FP
-DARM_MATH_LOOPUNROLL
-DCORTEXM
)
add_compile_options($<$<COMPILE_LANGUAGE:C>:-Wno-nested-externs>)
px4_add_module(
MODULE modules__gyro_fft
MAIN gyro_fft
STACK_MAIN
4096
COMPILE_FLAGS
${MAX_CUSTOM_OPT_LEVEL}
INCLUDES
${ROOT}/CMSIS/Core/Include
${DSP}/Include
SRCS
GyroFFT.cpp
GyroFFT.hpp
${DSP}/Source/BasicMathFunctions/arm_shift_q15.c
${DSP}/Source/CommonTables/arm_common_tables.c
${DSP}/Source/CommonTables/arm_const_structs.c
${DSP}/Source/ComplexMathFunctions/arm_cmplx_mult_cmplx_q15.c
${DSP}/Source/TransformFunctions/arm_bitreversal2.c
#${DSP}/Source/TransformFunctions/arm_cfft_init_q15.c
${DSP}/Source/TransformFunctions/arm_cfft_q15.c
${DSP}/Source/TransformFunctions/arm_cfft_radix4_q15.c
${DSP}/Source/TransformFunctions/arm_rfft_init_q15.c
${DSP}/Source/TransformFunctions/arm_rfft_q15.c
#${DSP}/Source/TransformFunctions/arm_rfft_radix4_q15.c
${DSP}/Source/SupportFunctions/arm_float_to_q15.c
${DSP}/Source/BasicMathFunctions/arm_mult_q15.c
DEPENDS
git_cmsis_v5
px4_work_queue
)
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/****************************************************************************
*
* Copyright (c) 2020 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
#include "GyroFFT.hpp"
#include <drivers/drv_hrt.h>
#include <mathlib/math/Limits.hpp>
#include <mathlib/math/Functions.hpp>
using namespace matrix;
using math::radians;
GyroFFT::GyroFFT() :
ModuleParams(nullptr),
ScheduledWorkItem(MODULE_NAME, px4::wq_configurations::lp_default)
{
switch (_param_imu_gyro_fft_len.get()) {
case 128:
AllocateBuffers<128>();
break;
case 256:
AllocateBuffers<256>();
break;
case 512:
AllocateBuffers<512>();
break;
case 1024:
AllocateBuffers<1024>();
break;
case 2048:
AllocateBuffers<2048>();
break;
case 4096:
AllocateBuffers<4096>();
break;
default:
// otherwise default to 256
PX4_ERR("Invalid IMU_GYRO_FFT_LEN=%.3f, resetting", (double)_param_imu_gyro_fft_len.get());
AllocateBuffers<256>();
_param_imu_gyro_fft_len.set(256);
_param_imu_gyro_fft_len.commit();
break;
}
arm_rfft_init_q15(&_rfft_q15, _param_imu_gyro_fft_len.get(), 0, 1);
// init Hanning window
for (int n = 0; n < _param_imu_gyro_fft_len.get(); n++) {
const float hanning_value = 0.5f * (1.f - cosf(2.f * M_PI_F * n / (_param_imu_gyro_fft_len.get() - 1)));
arm_float_to_q15(&hanning_value, &_hanning_window[n], 1);
}
}
GyroFFT::~GyroFFT()
{
perf_free(_cycle_perf);
perf_free(_cycle_interval_perf);
perf_free(_fft_perf);
perf_free(_gyro_fifo_generation_gap_perf);
delete _gyro_data_buffer_x;
delete _gyro_data_buffer_y;
delete _gyro_data_buffer_z;
delete _hanning_window;
delete _fft_input_buffer;
delete _fft_outupt_buffer;
}
bool GyroFFT::init()
{
if (!SensorSelectionUpdate(true)) {
PX4_WARN("sensor_gyro_fifo callback registration failed!");
ScheduleDelayed(500_ms);
}
return true;
}
bool GyroFFT::SensorSelectionUpdate(bool force)
{
if (_sensor_selection_sub.updated() || (_selected_sensor_device_id == 0) || force) {
sensor_selection_s sensor_selection{};
_sensor_selection_sub.copy(&sensor_selection);
if ((sensor_selection.gyro_device_id != 0) && (_selected_sensor_device_id != sensor_selection.gyro_device_id)) {
for (uint8_t i = 0; i < MAX_SENSOR_COUNT; i++) {
uORB::SubscriptionData<sensor_gyro_fifo_s> sensor_gyro_fifo_sub{ORB_ID(sensor_gyro_fifo), i};
if (sensor_gyro_fifo_sub.get().device_id == sensor_selection.gyro_device_id) {
if (_sensor_gyro_fifo_sub.ChangeInstance(i) && _sensor_gyro_fifo_sub.registerCallback()) {
// find corresponding vehicle_imu_status instance
for (uint8_t imu_status = 0; imu_status < MAX_SENSOR_COUNT; imu_status++) {
uORB::Subscription imu_status_sub{ORB_ID(vehicle_imu_status), imu_status};
vehicle_imu_status_s vehicle_imu_status;
if (imu_status_sub.copy(&vehicle_imu_status)) {
if (vehicle_imu_status.gyro_device_id == sensor_selection.gyro_device_id) {
_vehicle_imu_status_sub.ChangeInstance(imu_status);
_selected_sensor_device_id = sensor_selection.gyro_device_id;
return true;
}
}
}
PX4_WARN("unable to find IMU status for gyro %d", sensor_selection.gyro_device_id);
return true;
}
}
}
PX4_ERR("unable to find or subscribe to selected sensor (%d)", sensor_selection.gyro_device_id);
}
}
return false;
}
void GyroFFT::VehicleIMUStatusUpdate()
{
vehicle_imu_status_s vehicle_imu_status;
if (_vehicle_imu_status_sub.update(&vehicle_imu_status)) {
if ((vehicle_imu_status.gyro_device_id == _selected_sensor_device_id)
&& (vehicle_imu_status.gyro_rate_hz > 0)
&& (fabsf(vehicle_imu_status.gyro_rate_hz - _gyro_sample_rate_hz) > 1.f)) {
_gyro_sample_rate_hz = vehicle_imu_status.gyro_raw_rate_hz;
}
}
}
// helper function used for frequency estimation
static constexpr float tau(float x)
{
float p1 = logf(3.f * powf(x, 2.f) + 6 * x + 1);
float part1 = x + 1 - sqrtf(2.f / 3.f);
float part2 = x + 1 + sqrtf(2.f / 3.f);
float p2 = logf(part1 / part2);
return (1.f / 4.f * p1 - sqrtf(6) / 24 * p2);
}
float GyroFFT::EstimatePeakFrequency(q15_t fft[], uint8_t peak_index)
{
// find peak location using Quinn's Second Estimator (2020-06-14: http://dspguru.com/dsp/howtos/how-to-interpolate-fft-peak/)
int16_t real[3] { fft[peak_index - 2], fft[peak_index], fft[peak_index + 2] };
int16_t imag[3] { fft[peak_index - 2 + 1], fft[peak_index + 1], fft[peak_index + 2 + 1] };
const int k = 1;
float divider = (real[k] * real[k] + imag[k] * imag[k]);
// ap = (X[k + 1].r * X[k].r + X[k+1].i * X[k].i) / (X[k].r * X[k].r + X[k].i * X[k].i)
float ap = (real[k + 1] * real[k] + imag[k + 1] * imag[k]) / divider;
// am = (X[k – 1].r * X[k].r + X[k – 1].i * X[k].i) / (X[k].r * X[k].r + X[k].i * X[k].i)
float am = (real[k - 1] * real[k] + imag[k - 1] * imag[k]) / divider;
float dp = -ap / (1.f - ap);
float dm = am / (1.f - am);
float d = (dp + dm) / 2 + tau(dp * dp) - tau(dm * dm);
float adjusted_bin = peak_index + d;
float peak_freq_adjusted = (_gyro_sample_rate_hz * adjusted_bin / (_param_imu_gyro_fft_len.get() * 2.f));
return peak_freq_adjusted;
}
void GyroFFT::Run()
{
if (should_exit()) {
_sensor_gyro_fifo_sub.unregisterCallback();
exit_and_cleanup();
return;
}
// backup schedule
ScheduleDelayed(500_ms);
perf_begin(_cycle_perf);
perf_count(_cycle_interval_perf);
// Check if parameters have changed
if (_parameter_update_sub.updated()) {
// clear update
parameter_update_s param_update;
_parameter_update_sub.copy(&param_update);
updateParams();
}
SensorSelectionUpdate();
VehicleIMUStatusUpdate();
const float resolution_hz = _gyro_sample_rate_hz / _param_imu_gyro_fft_len.get();
bool publish = false;
bool fft_updated = false;
// run on sensor gyro fifo updates
sensor_gyro_fifo_s sensor_gyro_fifo;
while (_sensor_gyro_fifo_sub.update(&sensor_gyro_fifo)) {
if (_sensor_gyro_fifo_sub.get_last_generation() != _gyro_last_generation + 1) {
// force reset if we've missed a sample
_fft_buffer_index[0] = 0;
_fft_buffer_index[1] = 0;
_fft_buffer_index[2] = 0;
perf_count(_gyro_fifo_generation_gap_perf);
}
if (fabsf(sensor_gyro_fifo.scale - _fifo_last_scale) > FLT_EPSILON) {
// force reset if scale has changed
_fft_buffer_index[0] = 0;
_fft_buffer_index[1] = 0;
_fft_buffer_index[2] = 0;
_fifo_last_scale = sensor_gyro_fifo.scale;
}
_gyro_last_generation = _sensor_gyro_fifo_sub.get_last_generation();
const int N = sensor_gyro_fifo.samples;
for (int axis = 0; axis < 3; axis++) {
int16_t *input[] {sensor_gyro_fifo.x, sensor_gyro_fifo.y, sensor_gyro_fifo.z};
q15_t *gyro_data_buffer[] {_gyro_data_buffer_x, _gyro_data_buffer_y, _gyro_data_buffer_z};
int &buffer_index = _fft_buffer_index[axis];
for (int n = 0; n < N; n++) {
if (buffer_index < _param_imu_gyro_fft_len.get()) {
// convert int16_t -> q15_t (scaling isn't relevant)
gyro_data_buffer[axis][buffer_index] = input[axis][n] / 2;
buffer_index++;
}
// if we have enough samples begin processing, but only one FFT per cycle
if ((buffer_index >= _param_imu_gyro_fft_len.get()) && !fft_updated) {
arm_mult_q15(gyro_data_buffer[axis], _hanning_window, _fft_input_buffer, _param_imu_gyro_fft_len.get());
perf_begin(_fft_perf);
arm_rfft_q15(&_rfft_q15, _fft_input_buffer, _fft_outupt_buffer);
perf_end(_fft_perf);
fft_updated = true;
static constexpr uint16_t MIN_SNR = 10; // TODO:
bool peaks_detected = false;
uint32_t peaks_magnitude[MAX_NUM_PEAKS] {};
uint8_t peak_index[MAX_NUM_PEAKS] {};
// start at 2 to skip DC
// output is ordered [real[0], imag[0], real[1], imag[1], real[2], imag[2] ... real[(N/2)-1], imag[(N/2)-1]
for (uint8_t bucket_index = 2; bucket_index < (_param_imu_gyro_fft_len.get() / 2); bucket_index = bucket_index + 2) {
const float freq_hz = (bucket_index / 2) * resolution_hz;
if (freq_hz > _param_imu_gyro_fft_max.get()) {
break;
}
if (freq_hz >= _param_imu_gyro_fft_min.get()) {
const int16_t real = _fft_outupt_buffer[bucket_index];
const int16_t complex = _fft_outupt_buffer[bucket_index + 1];
const uint32_t fft_magnitude_squared = real * real + complex * complex;
if (fft_magnitude_squared > MIN_SNR) {
for (int i = 0; i < MAX_NUM_PEAKS; i++) {
if (fft_magnitude_squared > peaks_magnitude[i]) {
peaks_magnitude[i] = fft_magnitude_squared;
peak_index[i] = bucket_index;
peaks_detected = true;
break;
}
}
}
}
}
if (peaks_detected) {
float *peak_frequencies[] { _sensor_gyro_fft.peak_frequencies_x, _sensor_gyro_fft.peak_frequencies_y, _sensor_gyro_fft.peak_frequencies_z};
int num_peaks_found = 0;
for (int i = 0; i < MAX_NUM_PEAKS; i++) {
if ((peak_index[i] > 0) && (peak_index[i] < _param_imu_gyro_fft_len.get()) && (peaks_magnitude[i] > 0)) {
const float freq = EstimatePeakFrequency(_fft_outupt_buffer, peak_index[i]);
if (freq >= _param_imu_gyro_fft_min.get() && freq <= _param_imu_gyro_fft_max.get()) {
if (fabsf(peak_frequencies[axis][num_peaks_found] - freq) > 0.1f) {
publish = true;
}
peak_frequencies[axis][num_peaks_found] = freq;
num_peaks_found++;
}
}
}
// mark remaining slots empty
for (int i = num_peaks_found; i < MAX_NUM_PEAKS; i++) {
peak_frequencies[axis][i] = NAN;
}
}
// reset
// shift buffer (3/4 overlap)
const int overlap_start = _param_imu_gyro_fft_len.get() / 4;
memmove(&gyro_data_buffer[axis][0], &gyro_data_buffer[axis][overlap_start], sizeof(q15_t) * overlap_start * 3);
buffer_index = overlap_start * 3;
}
}
}
if (publish) {
_sensor_gyro_fft.device_id = sensor_gyro_fifo.device_id;
_sensor_gyro_fft.sensor_sample_rate_hz = _gyro_sample_rate_hz;
_sensor_gyro_fft.resolution_hz = resolution_hz;
_sensor_gyro_fft.timestamp_sample = sensor_gyro_fifo.timestamp_sample;
_sensor_gyro_fft.timestamp = hrt_absolute_time();
_sensor_gyro_fft_pub.publish(_sensor_gyro_fft);
publish = false;
}
}
perf_end(_cycle_perf);
}
int GyroFFT::task_spawn(int argc, char *argv[])
{
GyroFFT *instance = new GyroFFT();
if (instance) {
_object.store(instance);
_task_id = task_id_is_work_queue;
if (instance->init()) {
return PX4_OK;
}
} else {
PX4_ERR("alloc failed");
}
delete instance;
_object.store(nullptr);
_task_id = -1;
return PX4_ERROR;
}
int GyroFFT::print_status()
{
PX4_INFO("gyro sample rate: %.3f Hz", (double)_gyro_sample_rate_hz);
perf_print_counter(_cycle_perf);
perf_print_counter(_cycle_interval_perf);
perf_print_counter(_fft_perf);
perf_print_counter(_gyro_fifo_generation_gap_perf);
return 0;
}
int GyroFFT::custom_command(int argc, char *argv[])
{
return print_usage("unknown command");
}
int GyroFFT::print_usage(const char *reason)
{
if (reason) {
PX4_WARN("%s\n", reason);
}
PRINT_MODULE_DESCRIPTION(
R"DESCR_STR(
### Description
)DESCR_STR");
PRINT_MODULE_USAGE_NAME("gyro_fft", "system");
PRINT_MODULE_USAGE_COMMAND("start");
PRINT_MODULE_USAGE_DEFAULT_COMMANDS();
return 0;
}
extern "C" __EXPORT int gyro_fft_main(int argc, char *argv[])
{
return GyroFFT::main(argc, argv);
}
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/****************************************************************************
*
* Copyright (c) 2020 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
#pragma once
#include <lib/mathlib/math/filter/MedianFilter.hpp>
#include <lib/matrix/matrix/math.hpp>
#include <lib/perf/perf_counter.h>
#include <px4_platform_common/defines.h>
#include <px4_platform_common/module.h>
#include <px4_platform_common/module_params.h>
#include <px4_platform_common/posix.h>
#include <px4_platform_common/px4_work_queue/ScheduledWorkItem.hpp>
#include <uORB/Publication.hpp>
#include <uORB/PublicationMulti.hpp>
#include <uORB/Subscription.hpp>
#include <uORB/SubscriptionCallback.hpp>
#include <uORB/topics/parameter_update.h>
#include <uORB/topics/sensor_gyro_fft.h>
#include <uORB/topics/sensor_gyro_fifo.h>
#include <uORB/topics/sensor_selection.h>
#include <uORB/topics/vehicle_imu_status.h>
#include "arm_math.h"
#include "arm_const_structs.h"
using namespace time_literals;
class GyroFFT : public ModuleBase<GyroFFT>, public ModuleParams, public px4::ScheduledWorkItem
{
public:
GyroFFT();
~GyroFFT() override;
/** @see ModuleBase */
static int task_spawn(int argc, char *argv[]);
/** @see ModuleBase */
static int custom_command(int argc, char *argv[]);
/** @see ModuleBase */
static int print_usage(const char *reason = nullptr);
/** @see ModuleBase::print_status() */
int print_status() override;
bool init();
private:
float EstimatePeakFrequency(q15_t fft[], uint8_t peak_index);
void Run() override;
bool SensorSelectionUpdate(bool force = false);
void VehicleIMUStatusUpdate();
template<size_t N>
void AllocateBuffers()
{
_gyro_data_buffer_x = new q15_t[N];
_gyro_data_buffer_y = new q15_t[N];
_gyro_data_buffer_z = new q15_t[N];
_hanning_window = new q15_t[N];
_fft_input_buffer = new q15_t[N];
_fft_outupt_buffer = new q15_t[N * 2];
}
static constexpr int MAX_SENSOR_COUNT = 4;
static constexpr int MAX_NUM_PEAKS = sizeof(sensor_gyro_fft_s::peak_frequencies_x) / sizeof(
sensor_gyro_fft_s::peak_frequencies_x[0]);
uORB::Publication<sensor_gyro_fft_s> _sensor_gyro_fft_pub{ORB_ID(sensor_gyro_fft)};
uORB::SubscriptionInterval _parameter_update_sub{ORB_ID(parameter_update), 1_s};
uORB::Subscription _sensor_selection_sub{ORB_ID(sensor_selection)};
uORB::Subscription _vehicle_imu_status_sub{ORB_ID(vehicle_imu_status)};
uORB::SubscriptionCallbackWorkItem _sensor_gyro_fifo_sub{this, ORB_ID(sensor_gyro_fifo)};
perf_counter_t _cycle_perf{perf_alloc(PC_ELAPSED, MODULE_NAME": cycle")};
perf_counter_t _cycle_interval_perf{perf_alloc(PC_INTERVAL, MODULE_NAME": cycle interval")};
perf_counter_t _fft_perf{perf_alloc(PC_ELAPSED, MODULE_NAME": FFT")};
perf_counter_t _gyro_fifo_generation_gap_perf{perf_alloc(PC_COUNT, MODULE_NAME": gyro FIFO data gap")};
uint32_t _selected_sensor_device_id{0};
arm_rfft_instance_q15 _rfft_q15;
q15_t *_gyro_data_buffer_x{nullptr};
q15_t *_gyro_data_buffer_y{nullptr};
q15_t *_gyro_data_buffer_z{nullptr};
q15_t *_hanning_window{nullptr};
q15_t *_fft_input_buffer{nullptr};
q15_t *_fft_outupt_buffer{nullptr};
float _gyro_sample_rate_hz{8000}; // 8 kHz default
float _fifo_last_scale{0};
int _fft_buffer_index[3] {};
unsigned _gyro_last_generation{0};
sensor_gyro_fft_s _sensor_gyro_fft{};
DEFINE_PARAMETERS(
(ParamInt<px4::params::IMU_GYRO_FFT_LEN>) _param_imu_gyro_fft_len,
(ParamFloat<px4::params::IMU_GYRO_FFT_MIN>) _param_imu_gyro_fft_min,
(ParamFloat<px4::params::IMU_GYRO_FFT_MAX>) _param_imu_gyro_fft_max
)
};
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/****************************************************************************
*
* Copyright (c) 2020 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
/**
* IMU gyro FFT enable.
*
* @boolean
* @reboot_required true
* @group Sensors
*/
PARAM_DEFINE_INT32(IMU_GYRO_FFT_EN, 0);
/**
* IMU gyro FFT minimum frequency.
*
* @min 1
* @max 1000
* @unit Hz
* @reboot_required true
* @group Sensors
*/
PARAM_DEFINE_FLOAT(IMU_GYRO_FFT_MIN, 50.0f);
/**
* IMU gyro FFT maximum frequency.
*
* @min 1
* @max 1000
* @unit Hz
* @reboot_required true
* @group Sensors
*/
PARAM_DEFINE_FLOAT(IMU_GYRO_FFT_MAX, 200.0f);
/**
* IMU gyro FFT length.
*
* @value 128 128
* @value 256 256
* @value 512 512
* @value 1024 1024
* @value 2048 2048
* @value 4096 4096
* @unit Hz
* @reboot_required true
* @group Sensors
*/
PARAM_DEFINE_INT32(IMU_GYRO_FFT_LEN, 256);