Fractional Processes and Fractional-Order Signal Processing - Techniques and Applications (Hardcover, 2012)

Fractional processes are widely found in science, technology and engineering systems. In Fractional Processes and Fractional-order Signal Processing, some complex random signals, characterized by the presence of a heavy-tailed distribution or non-negligible dependence between distant observations (local and long memory), are introduced and examined from the 'fractional' perspective using simulation, fractional-order modeling and filtering and realization of fractional-order systems. These fractional-order signal processing (FOSP) techniques are based on fractional calculus, the fractional Fourier transform and fractional lower-order moments. Fractional Processes and Fractional-order Signal Processing: presents fractional processes of fixed, variable and distributed order studied as the output of fractional-order differential systems; introduces FOSP techniques and the fractional signals and fractional systems point of view; details real-world-application examples of FOSP techniques to demonstrate their utility; and provides important background material on Mittag-Leffler functions, the use of numerical inverse Laplace transform algorithms and supporting MATLAB (R) codes together with a helpful survey of relevant webpages. Readers will be able to use the techniques presented to re-examine their signals and signal-processing methods. This text offers an extended toolbox for complex signals from diverse fields in science and engineering. It will give academic researchers and practitioners a novel insight into the complex random signals characterized by fractional properties, and some powerful tools to analyze those signals.

General

Imprint:	Springer London
Country of origin:	United Kingdom
Series:	Signals and Communication Technology
Release date:	October 2011
First published:	2012
Authors:	Hu Sheng • Yangquan Chen • Tianshuang Qiu
Dimensions:	235 x 155 x 25mm (L x W x T)
Format:	Hardcover
Pages:	295
Edition:	2012
ISBN-13:	978-1-4471-2232-6
Categories:	Books > Science & Mathematics > Mathematics > Applied mathematics > General Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
LSN:	1-4471-2232-1
Barcode:	9781447122326

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