Robust Statistics for Signal Processing

By: Abdelhak M. Zoubir, Visa Koivunen, Esa Ollila

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Hardcover | 8 November 2018

At a Glance

Hardcover
314 Pages

Dimensions(cm)
24.41 x 16.99 x 1.91

Hardcover

RRP $259.95

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Understand the benefits of robust statistics for signal processing with this authoritative yet accessible text. The first ever book on the subject, it provides a comprehensive overview of the field, moving from fundamental theory through to important new results and recent advances. Topics covered include advanced robust methods for complex-valued data, robust covariance estimation, penalized regression models, dependent data, robust bootstrap, and tensors. Robustness issues are illustrated throughout using real-world examples and key algorithms are included in a MATLAB Robust Signal Processing Toolbox accompanying the book online, allowing the methods discussed to be easily applied and adapted to multiple practical situations. This unique resource provides a powerful tool for researchers and practitioners working in the field of signal processing.

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