Fractional Processes and Fractional-Order Signal Processing : Techniques and Applications, PDF eBook

Fractional Processes and Fractional-Order Signal Processing : Techniques and Applications PDF

Part of the Signals and Communication Technology series

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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.

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