Nonlinear Signal Processing: A Statistical Approach

Nonlinear Signal Processing: A Statistical Approach

Gonzalo R. Arce

Nonlinear sign Processing: A Statistical technique makes a speciality of unifying the learn of a vast and significant category of nonlinear sign processing algorithms which emerge from statistical estimation ideas, and the place the underlying indications are non-Gaussian, instead of Gaussian, tactics. significantly, by way of targeting simply non-Gaussian versions, a wide set of instruments is built that surround a wide element of the nonlinear sign processing instruments proposed within the literature over the last numerous decades.

Key beneficial properties include:
* a variety of difficulties on the finish of every bankruptcy to help improvement and understanding
* Examples and case experiences supplied through the e-book in a variety of purposes carry the textual content to lifestyles and position the idea into context
* a collection of 60+ MATLAB software program m-files permitting the reader to speedy layout and practice any of the nonlinear sign processing algorithms defined within the ebook to an software of curiosity is obtainable at the accompanying FTP web site.

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