/*
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see .
*/
//
/// @file AverageFilter.h
/// @brief A class to provide the average of a number of samples
#pragma once
#include "FilterClass.h"
#include "FilterWithBuffer.h"
// 1st parameter is the type of data being filtered.
// 2nd parameter is a larger data type used during summation to prevent overflows
// 3rd parameter is the number of elements in the filter
template
class AverageFilter : public FilterWithBuffer
{
public:
// constructor
AverageFilter() : FilterWithBuffer(), _num_samples(0) {
};
// apply - Add a new raw value to the filter, retrieve the filtered result
virtual T apply(T sample) override;
// reset - clear the filter
virtual void reset() override;
protected:
// the number of samples in the filter, maxes out at size of the filter
uint8_t _num_samples;
};
// Typedef for convenience (1st argument is the data type, 2nd is a larger datatype to handle overflows, 3rd is buffer size)
typedef AverageFilter AverageFilterInt8_Size2;
typedef AverageFilter AverageFilterInt8_Size3;
typedef AverageFilter AverageFilterInt8_Size4;
typedef AverageFilter AverageFilterInt8_Size5;
typedef AverageFilter AverageFilterUInt8_Size2;
typedef AverageFilter AverageFilterUInt8_Size3;
typedef AverageFilter AverageFilterUInt8_Size4;
typedef AverageFilter AverageFilterUInt8_Size5;
typedef AverageFilter AverageFilterInt16_Size2;
typedef AverageFilter AverageFilterInt16_Size3;
typedef AverageFilter AverageFilterInt16_Size4;
typedef AverageFilter AverageFilterInt16_Size5;
typedef AverageFilter AverageFilterUInt16_Size2;
typedef AverageFilter AverageFilterUInt16_Size3;
typedef AverageFilter AverageFilterUInt16_Size4;
typedef AverageFilter AverageFilterUInt16_Size5;
typedef AverageFilter AverageFilterInt32_Size2;
typedef AverageFilter AverageFilterInt32_Size3;
typedef AverageFilter AverageFilterInt32_Size4;
typedef AverageFilter AverageFilterInt32_Size5;
typedef AverageFilter AverageFilterUInt32_Size2;
typedef AverageFilter AverageFilterUInt32_Size3;
typedef AverageFilter AverageFilterUInt32_Size4;
typedef AverageFilter AverageFilterUInt32_Size5;
typedef AverageFilter AverageFilterFloat_Size5;
// Public Methods //////////////////////////////////////////////////////////////
template
T AverageFilter:: apply(T sample)
{
U result = 0;
// call parent's apply function to get the sample into the array
FilterWithBuffer::apply(sample);
// increment the number of samples so far
_num_samples++;
if( _num_samples > FILTER_SIZE || _num_samples == 0 )
_num_samples = FILTER_SIZE;
// get sum of all values - there is a risk of overflow here that we ignore
for(uint8_t i=0; i::samples[i];
return (T)(result / _num_samples);
}
// reset - clear all samples
template
void AverageFilter:: reset()
{
// call parent's apply function to get the sample into the array
FilterWithBuffer::reset();
// clear our variable
_num_samples = 0;
}
/*
* This filter is intended to be used with integral types to be faster and
* avoid loss of precision on floating point arithmetic. The integral type
* chosen must be one that fits FILTER_SIZE values you are filtering.
*
* Differently from other average filters, the result is only returned when
* getf()/getd() is called
*/
template
class AverageIntegralFilter : public AverageFilter
{
public:
/*
* Add a new raw value to the filter: method signature is maintained from
* AverageFilter, but it doesn't retrieve the filtered value: return value
* is always 0. Call getf()/getd() in order to get the filtered value.
*/
virtual T apply(T sample) override;
// get the current value as a float
virtual float getf();
// get the current value as a double
virtual double getd();
protected:
// the current sum of samples
U _sum = 0;
};
template
T AverageIntegralFilter::apply(T sample)
{
T curr = this->samples[this->sample_index];
// call parent's parent apply function to get the sample into the array
FilterWithBuffer::apply(sample);
// increment the number of samples so far
this->_num_samples++;
if (this->_num_samples > FILTER_SIZE || this->_num_samples == 0) {
this->_num_samples = FILTER_SIZE;
}
_sum -= curr;
_sum += sample;
// don't return the value: caller is forced to call getf() or getd()
return 0;
}
template
float AverageIntegralFilter::getf()
{
if (this->_num_samples == 0) {
return 0.f;
}
return (float)_sum / this->_num_samples;
}
template
double AverageIntegralFilter::getd()
{
if (this->_num_samples == 0) {
return 0.f;
}
return (double)_sum / this->_num_samples;
}