Nonlinear Signal Processing: A Statistical Approach

Nonlinear Signal Processing: A Statistical Approach

Gonzalo R. Arce


Nonlinear sign Processing: A Statistical strategy makes a speciality of unifying the research of a large and critical classification of nonlinear sign processing algorithms which emerge from statistical estimation rules, and the place the underlying indications are non-Gaussian, instead of Gaussian, procedures. significantly, by means of focusing on simply non-Gaussian versions, a wide set of instruments is built that surround a wide component to the nonlinear sign processing instruments proposed within the literature during the last a number of decades.

Key gains include:
* various difficulties on the finish of every bankruptcy to assist improvement and understanding
* Examples and case reports supplied during the ebook in quite a lot of purposes carry the textual content to lifestyles and position the idea into context
* a suite of 60+ MATLAB software program m-files permitting the reader to fast layout and observe any of the nonlinear sign processing algorithms defined within the booklet to an program of curiosity is offered at the accompanying FTP web site.

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