AP_NavEKF: added common EKF buffer classes

This commit is contained in:
Andrew Tridgell 2020-11-14 16:06:31 +11:00
parent b1594f96c0
commit e4a9497942
2 changed files with 396 additions and 0 deletions

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/*
common EKF Buffer class. This handles the storage buffers for EKF data to
bring it onto the fusion time horizon
*/
#include "EKF_Buffer.h"
#include <stdlib.h>
#include <string.h>
// constructor
ekf_ring_buffer::ekf_ring_buffer(uint8_t _elsize) :
elsize(_elsize)
{}
bool ekf_ring_buffer::init(uint8_t size)
{
buffer = calloc(size, elsize);
if (buffer == nullptr) {
return false;
}
_size = size;
_head = 0;
_tail = 0;
_new_data = false;
return true;
}
/*
get buffer offset for an index
*/
void *ekf_ring_buffer::get_offset(uint8_t idx) const
{
return (void*)(((uint8_t*)buffer)+idx*uint32_t(elsize));
}
/*
get a reference to the timestamp for an index
*/
uint32_t &ekf_ring_buffer::time_ms(uint8_t idx)
{
EKF_obs_element_t *el = (EKF_obs_element_t *)get_offset(idx);
return el->time_ms;
}
/*
Search through a ring buffer and return the newest data that is
older than the time specified by sample_time_ms Zeros old data
so it cannot not be used again Returns false if no data can be
found that is less than 100msec old
*/
bool ekf_ring_buffer::recall(void *element,uint32_t sample_time)
{
if (!_new_data) {
return false;
}
bool success = false;
uint8_t tail = _tail, bestIndex;
if (_head == tail) {
if (time_ms(tail) != 0 && time_ms(tail) <= sample_time) {
// if head is equal to tail just check if the data is unused and within time horizon window
if (((sample_time - time_ms(tail)) < 100)) {
bestIndex = tail;
success = true;
_new_data = false;
}
}
} else {
while(_head != tail) {
// find a measurement older than the fusion time horizon that we haven't checked before
if (time_ms(tail) != 0 && time_ms(tail) <= sample_time) {
// Find the most recent non-stale measurement that meets the time horizon criteria
if (((sample_time - time_ms(tail)) < 100)) {
bestIndex = tail;
success = true;
}
} else if (time_ms(tail) > sample_time){
break;
}
tail = (tail+1) % _size;
}
}
if (!success) {
return false;
}
memcpy(element, get_offset(bestIndex), elsize);
_tail = (bestIndex+1) % _size;
// make time zero to stop using it again,
// resolves corner case of reusing the element when head == tail
time_ms(bestIndex) = 0;
return true;
}
/*
* Writes data and timestamp to a Ring buffer and advances indices that
* define the location of the newest and oldest data
*/
void ekf_ring_buffer::push(const void *element)
{
if (buffer == nullptr) {
return;
}
// Advance head to next available index
_head = (_head+1) % _size;
// New data is written at the head
memcpy(get_offset(_head), element, elsize);
_new_data = true;
}
// zeroes all data in the ring buffer
void ekf_ring_buffer::reset()
{
_head = 0;
_tail = 0;
_new_data = false;
memset((void *)buffer,0,_size*uint32_t(elsize));
}
////////////////////////////////////////////////////
/*
IMU buffer operations implemented separately due to different
semantics
*/
// constructor
ekf_imu_buffer::ekf_imu_buffer(uint8_t _elsize) :
elsize(_elsize)
{}
/*
get buffer offset for an index
*/
void *ekf_imu_buffer::get_offset(uint8_t idx) const
{
return (void*)(((uint8_t*)buffer)+idx*uint32_t(elsize));
}
// initialise buffer, returns false when allocation has failed
bool ekf_imu_buffer::init(uint32_t size)
{
buffer = calloc(size, elsize);
if (buffer == nullptr) {
return false;
}
_size = size;
_youngest = 0;
_oldest = 0;
return true;
}
/*
Writes data to a Ring buffer and advances indices that
define the location of the newest and oldest data
*/
void ekf_imu_buffer::push_youngest_element(const void *element)
{
if (!buffer) {
return;
}
// push youngest to the buffer
_youngest = (_youngest+1) % _size;
memcpy(get_offset(_youngest), element, elsize);
// set oldest data index
_oldest = (_youngest+1) % _size;
if (_oldest == 0) {
_filled = true;
}
}
// retrieve the oldest data from the ring buffer tail
void ekf_imu_buffer::get_oldest_element(void *element)
{
memcpy(element, get_offset(_oldest), elsize);
}
// writes the same data to all elements in the ring buffer
void ekf_imu_buffer::reset_history(const void *element)
{
for (uint8_t index=0; index<_size; index++) {
memcpy(get_offset(index), element, elsize);
}
}
// zeroes all data in the ring buffer
void ekf_imu_buffer::reset()
{
_youngest = 0;
_oldest = 0;
memset(buffer, 0, _size*uint32_t(elsize));
}
// retrieves data from the ring buffer at a specified index
void *ekf_imu_buffer::get(uint8_t index) const
{
return get_offset(index);
}

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/*
common EKF buffer classes. These handles the storage buffers for EKF
data to bring it onto the fusion time horizon
*/
#include <stdint.h>
#include <type_traits>
typedef struct {
// measurement timestamp (msec)
uint32_t time_ms;
} EKF_obs_element_t;
// this class is to be used for observation buffers, the data is
// pushed into buffer like any standard ring buffer return is based on
// the sample time provided
class ekf_ring_buffer
{
public:
ekf_ring_buffer(uint8_t elsize);
// initialise buffer, returns false when allocation has failed
bool init(uint8_t size);
/*
* Searches through a ring buffer and return the newest data that is older than the
* time specified by sample_time_ms
* Zeros old data so it cannot not be used again
* Returns false if no data can be found that is less than 100msec old
*/
bool recall(void *element, uint32_t sample_time);
/*
* Writes data and timestamp to a Ring buffer and advances indices that
* define the location of the newest and oldest data
*/
void push(const void *element);
// zeroes all data in the ring buffer
void reset();
private:
const uint8_t elsize;
void *buffer;
uint8_t _size, _head, _tail, _new_data;
uint32_t &time_ms(uint8_t idx);
void *get_offset(uint8_t idx) const;
};
/*
template class for more convenient type handling
*/
template <typename element_type>
class EKF_obs_buffer_t : ekf_ring_buffer
{
static_assert(
std::is_base_of<EKF_obs_element_t, element_type>::value,
"must be a descendant of EKF_obs_element_t"
);
public:
EKF_obs_buffer_t() :
ekf_ring_buffer(sizeof(element_type))
{}
bool init(uint8_t size) {
return ekf_ring_buffer::init(size);
}
bool recall(element_type &element,uint32_t sample_time) {
return ekf_ring_buffer::recall(&element, sample_time);
}
void push(element_type element) {
return ekf_ring_buffer::push(&element);
}
void reset() {
return ekf_ring_buffer::reset();
}
};
/*
ring buffer for IMU data,
*/
class ekf_imu_buffer
{
public:
ekf_imu_buffer(uint8_t elsize);
// initialise buffer, returns false when allocation has failed
bool init(uint32_t size);
/*
Writes data to a Ring buffer and advances indices that
define the location of the newest and oldest data
*/
void push_youngest_element(const void *element);
// return true if the buffer has been filled at least once
bool is_filled(void) const {
return _filled;
}
// retrieve the oldest data from the ring buffer tail
void get_oldest_element(void *element);
// writes the same data to all elements in the ring buffer
void reset_history(const void *element);
// zeroes all data in the ring buffer
void reset();
// retrieves data from the ring buffer at a specified index
void *get(uint8_t index) const;
// returns the index for the ring buffer oldest data
uint8_t get_oldest_index() const {
return _oldest;
}
// returns the index for the ring buffer youngest data
uint8_t get_youngest_index() const {
return _youngest;
}
protected:
const uint8_t elsize;
void *buffer;
uint8_t _size,_oldest,_youngest;
bool _filled;
void *get_offset(uint8_t idx) const;
};
/*
template class for more convenient type handling
*/
template <typename element_type>
class EKF_IMU_buffer_t : ekf_imu_buffer
{
public:
EKF_IMU_buffer_t() :
ekf_imu_buffer(sizeof(element_type))
{}
bool init(uint8_t size) {
return ekf_imu_buffer::init(size);
}
/*
Writes data to a Ring buffer and advances indices that
define the location of the newest and oldest data
*/
void push_youngest_element(element_type element) {
return ekf_imu_buffer::push_youngest_element(&element);
}
// return true if the buffer has been filled at least once
bool is_filled(void) const {
return ekf_imu_buffer::is_filled();
}
// retrieve the oldest data from the ring buffer tail
element_type get_oldest_element() {
element_type ret;
ekf_imu_buffer::get_oldest_element(&ret);
return ret;
}
// writes the same data to all elements in the ring buffer
void reset_history(element_type element) {
ekf_imu_buffer::reset_history(&element);
}
// zeroes all data in the ring buffer
void reset() {
ekf_imu_buffer::reset();
}
// retrieves data from the ring buffer at a specified index
element_type& operator[](uint32_t index) {
element_type *ret = (element_type *)ekf_imu_buffer::get(index);
return *ret;
}
// returns the index for the ring buffer oldest data
uint8_t get_oldest_index() {
return ekf_imu_buffer::get_oldest_index();
}
// returns the index for the ring buffer youngest data
inline uint8_t get_youngest_index() {
return ekf_imu_buffer::get_youngest_index();
}
};