a/math: C wrapper for the float low-pass filter too.

This commit is contained in:
Ryan Pavlik 2022-02-22 16:42:38 -06:00
parent cf07791e93
commit 7b3a2e7c1a
5 changed files with 271 additions and 0 deletions

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@ -44,6 +44,8 @@ add_library(
math/m_imu_3dof.h
math/m_imu_pre.c
math/m_imu_pre.h
math/m_lowpass_float.cpp
math/m_lowpass_float.h
math/m_lowpass_float.hpp
math/m_lowpass_float_vector.hpp
math/m_lowpass_integer.cpp

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@ -0,0 +1,101 @@
// Copyright 2022, Collabora, Ltd.
// SPDX-License-Identifier: BSL-1.0
/*!
* @file
* @brief Wrap float filters for C
* @author Ryan Pavlik <ryan.pavlik@collabora.com>
* @ingroup aux_math
*/
#include "m_lowpass_float.h"
#include "m_lowpass_float.hpp"
#include "util/u_logging.h"
#include <memory>
using xrt::auxiliary::math::LowPassIIRFilter;
struct m_lowpass_float
{
m_lowpass_float(float cutoff_hz) : filter(cutoff_hz) {}
LowPassIIRFilter<float> filter;
};
#define DEFAULT_CATCH(RETURNVAL) \
catch (std::exception const &e) \
{ \
U_LOG_E("Caught exception: %s", e.what()); \
return RETURNVAL; \
} \
catch (...) \
{ \
U_LOG_E("Caught exception"); \
return RETURNVAL; \
}
struct m_lowpass_float *
m_lowpass_float_create(float cutoff_hz)
{
try {
auto ret = std::make_unique<m_lowpass_float>(cutoff_hz);
return ret.release();
}
DEFAULT_CATCH(nullptr)
}
void
m_lowpass_float_add_sample(struct m_lowpass_float *mlf, float sample, timepoint_ns timestamp_ns)
{
try {
mlf->filter.addSample(sample, timestamp_ns);
}
DEFAULT_CATCH()
}
float
m_lowpass_float_get_state(const struct m_lowpass_float *mlf)
{
try {
return mlf->filter.getState();
}
DEFAULT_CATCH(0)
}
timepoint_ns
m_lowpass_float_get_timestamp_ns(const struct m_lowpass_float *mlf)
{
try {
return mlf->filter.getTimestampNs();
}
DEFAULT_CATCH(0)
}
bool
m_lowpass_float_is_initialized(const struct m_lowpass_float *mlf)
{
try {
return mlf->filter.isInitialized();
}
DEFAULT_CATCH(false)
}
void
m_lowpass_float_destroy(struct m_lowpass_float **ptr_to_mlf)
{
try {
if (ptr_to_mlf == nullptr) {
return;
}
struct m_lowpass_float *mlf = *ptr_to_mlf;
if (mlf == nullptr) {
return;
}
delete mlf;
*ptr_to_mlf = nullptr;
}
DEFAULT_CATCH()
}

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@ -0,0 +1,99 @@
// Copyright 2019, 2022, Collabora, Ltd.
// SPDX-License-Identifier: BSL-1.0
/*!
* @file
* @brief Low-pass IIR filter for floats - C wrapper
* @author Ryan Pavlik <ryan.pavlik@collabora.com>
* @ingroup aux_math
*/
#pragma once
#include "util/u_time.h"
#include <stdint.h>
#ifdef __cplusplus
extern "C" {
#endif
/*!
* An IIR (low pass) filter for scalar float values.
*
* Wraps xrt::auxiliary::math::LowPassIIRFilter - see that if you need a different scalar type, or its related types if
* you want to filter a vector.
*
*/
struct m_lowpass_float;
/*!
* Constructor
*
* @param cutoff_hz A cutoff frequency in Hertz: signal changes much
* lower in frequency will be passed through the filter, while signal
* changes much higher in frequency will be blocked.
*
* @public @memberof m_lowpass_float
*/
struct m_lowpass_float *
m_lowpass_float_create(float cutoff_hz);
/*!
* Filter a sample
*
* @param mlf self-pointer
* @param sample The value to filter
* @param timestamp_ns The time that this sample was measured.
*
* @public @memberof m_lowpass_float
*/
void
m_lowpass_float_add_sample(struct m_lowpass_float *mlf, float sample, timepoint_ns timestamp_ns);
/*!
* Access the filtered value.
*
* Probably 0 or other meaningless value if it's not initialized: see @ref m_lowpass_float_is_initialized
*
* @param mlf self-pointer
*
* @public @memberof m_lowpass_float
*/
float
m_lowpass_float_get_state(const struct m_lowpass_float *mlf);
/*!
* Access the time of last update
*
* @param mlf self-pointer
*
* @public @memberof m_lowpass_float
*/
timepoint_ns
m_lowpass_float_get_timestamp_ns(const struct m_lowpass_float *mlf);
/*!
* Access whether we have initialized state.
*
* @param mlf self-pointer
*
* @public @memberof m_lowpass_float
*/
bool
m_lowpass_float_is_initialized(const struct m_lowpass_float *mlf);
/*!
* Destroy a lowpass integer filter.
*
* Does null checks.
*
* @param ptr_to_mlf Address of your lowpass integer filter. Will be set to zero.
*
* @public @memberof m_lowpass_float
*/
void
m_lowpass_float_destroy(struct m_lowpass_float **ptr_to_mlf);
#ifdef __cplusplus
}
#endif

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@ -180,6 +180,8 @@ lib_aux_math = static_library(
'math/m_imu_3dof.h',
'math/m_imu_pre.c',
'math/m_imu_pre.h',
'math/m_lowpass_float.cpp',
'math/m_lowpass_float.h',
'math/m_lowpass_float.hpp',
'math/m_lowpass_float_vector.hpp',
'math/m_lowpass_integer.cpp',

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@ -7,6 +7,7 @@
*/
#include <math/m_lowpass_float.hpp>
#include <math/m_lowpass_float.h>
#include "catch/catch.hpp"
@ -73,3 +74,69 @@ TEMPLATE_TEST_CASE("LowPassIIRFilter", "", float, double)
}
}
}
TEST_CASE("m_lowpass_float")
{
struct m_lowpass_float *filter = m_lowpass_float_create(100);
CHECK(filter);
CHECK_FALSE(m_lowpass_float_is_initialized(filter));
timepoint_ns now = InitialTime;
m_lowpass_float_add_sample(filter, InitialState, now);
REQUIRE(m_lowpass_float_is_initialized(filter));
CHECK(m_lowpass_float_get_state(filter) == InitialState);
m_lowpass_float_add_sample(filter, InitialState, now);
CHECK(m_lowpass_float_get_state(filter) == InitialState);
CHECK(m_lowpass_float_get_timestamp_ns(filter) == now);
CHECK(m_lowpass_float_is_initialized(filter));
auto prev = m_lowpass_float_get_state(filter);
SECTION("Increase")
{
constexpr auto newTarget = InitialState * 2;
for (int i = 0; i < 20; ++i) {
now += StepSize;
m_lowpass_float_add_sample(filter, newTarget, now);
REQUIRE(m_lowpass_float_is_initialized(filter));
CHECK(m_lowpass_float_get_timestamp_ns(filter) == now);
// not going to exceed this
if (prev == newTarget) {
REQUIRE(m_lowpass_float_get_state(filter) == prev);
} else {
REQUIRE(m_lowpass_float_get_state(filter) > prev);
prev = m_lowpass_float_get_state(filter);
}
}
}
SECTION("Decrease")
{
constexpr auto newTarget = InitialState / 2;
for (int i = 0; i < 20; ++i) {
now += StepSize;
m_lowpass_float_add_sample(filter, newTarget, now);
REQUIRE(m_lowpass_float_is_initialized(filter));
CHECK(m_lowpass_float_get_timestamp_ns(filter) == now);
if (prev == newTarget) {
REQUIRE(m_lowpass_float_get_state(filter) == newTarget);
} else {
REQUIRE(m_lowpass_float_get_state(filter) < prev);
prev = m_lowpass_float_get_state(filter);
}
}
}
SECTION("Stay Same")
{
for (int i = 0; i < 20; ++i) {
now += StepSize;
m_lowpass_float_add_sample(filter, InitialState, now);
REQUIRE(m_lowpass_float_is_initialized(filter));
CHECK(m_lowpass_float_get_timestamp_ns(filter) == now);
REQUIRE(m_lowpass_float_get_state(filter) == InitialState);
}
}
}