CMSIS DSP library

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Filtering Functions

Filtering Functions

Modules

 High Precision Q31 Biquad Cascade Filter
 

This function implements a high precision Biquad cascade filter which operates on Q31 data values.


 Biquad Cascade IIR Filters Using Direct Form I Structure
 

This set of functions implements arbitrary order recursive (IIR) filters.


 Biquad Cascade IIR Filters Using a Direct Form II Transposed Structure
 

This set of functions implements arbitrary order recursive (IIR) filters using a transposed direct form II structure.


 Convolution
 

Convolution is a mathematical operation that operates on two finite length vectors to generate a finite length output vector.


 Partial Convolution
 

Partial Convolution is equivalent to Convolution except that a subset of the output samples is generated.


 Correlation
 

Correlation is a mathematical operation that is similar to convolution.


 Finite Impulse Response (FIR) Decimator
 

These functions combine an FIR filter together with a decimator.


 Finite Impulse Response (FIR) Filters
 

This set of functions implements Finite Impulse Response (FIR) filters for Q7, Q15, Q31, and floating-point data types.


 Finite Impulse Response (FIR) Lattice Filters
 

This set of functions implements Finite Impulse Response (FIR) lattice filters for Q15, Q31 and floating-point data types.


 Finite Impulse Response (FIR) Sparse Filters
 

This group of functions implements sparse FIR filters.


 Infinite Impulse Response (IIR) Lattice Filters
 

This set of functions implements lattice filters for Q15, Q31 and floating-point data types.


 Least Mean Square (LMS) Filters
 

LMS filters are a class of adaptive filters that are able to "learn" an unknown transfer functions.


 Normalized LMS Filters
 

This set of functions implements a commonly used adaptive filter.


 Finite Impulse Response (FIR) Interpolator
 

These functions combine an upsampler (zero stuffer) and an FIR filter.