Signal Processing with Alpha-stable Distributions and Applications (Adaptive and Learning Systems for Signal Processing, Communications, and Control) - Hardcover

Nikias, Chrysostomos L.; Shao, Min

 
9780471106470: Signal Processing with Alpha-stable Distributions and Applications (Adaptive and Learning Systems for Signal Processing, Communications, and Control)

Inhaltsangabe

Presenting a survey of the statistical properties, methods and applications of symmetrical alpha-stable distributions, this study emphasizes the practical rather than the theoretical aspects of signal processing. Major topics covered in this resource include statistical methods in signal processing (including both the Gaussian and alpha-stable models), stable distribution, fractional lower-order moments and methods for estimating the parameters of a stable distribution from sample data.

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Reseña del editor

Presenting a survey of the statistical properties, methods and applications of symmetrical alpha-stable distributions, this study emphasizes the practical rather than the theoretical aspects of signal processing. Major topics covered in this resource include statistical methods in signal processing (including both the Gaussian and alpha-stable models), stable distribution, fractional lower-order moments and methods for estimating the parameters of a stable distribution from sample data.

Biografía del autor

CHRYSOSTOMOS L. NIKIAS is Professor of Electrical Engineering Systems and Director of the Center for Research on Applied Signal Processing at the University of Southern California. He is also a member of the California Council on Science and Technology. MIN SHAO is currently a staff scientist at HNC Software, Inc. and formerly worked at the University of Southern California.

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