Download e-book for kindle: An Introduction to Sparse Stochastic Processes by Michael Unser,Pouya D. Tafti

By Michael Unser,Pouya D. Tafti

ISBN-10: 1107058546

ISBN-13: 9781107058545

delivering a singular method of sparse stochastic techniques, this accomplished e-book provides the idea of stochastic methods which are governed via stochastic differential equations, and that admit a parsimonious illustration in a matched wavelet-like foundation. key topics are the statistical estate of countless divisibility, which ends up in designated forms of behaviour - Gaussian and sparse - and the structural hyperlink among linear stochastic strategies and spline services, that is exploited to simplify the mathematical research. The center of the publication is dedicated to investigating sparse approaches, together with an entire description in their transform-domain information. the ultimate half develops functional signal-processing algorithms which are according to those versions, with targeted emphasis on biomedical snapshot reconstruction. this is often a great reference for graduate scholars and researchers with an curiosity in signal/image processing, compressed sensing, approximation concept, laptop studying, or statistics.

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An Introduction to Sparse Stochastic Processes by Michael Unser,Pouya D. Tafti

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