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portada Robust Statistics for Signal Processing
Type
Physical Book
Publisher
Author
Year
2018
Language
English
Pages
312
Format
Hardcover
ISBN13
9781107017412
Edition No.
1
Categories

Robust Statistics for Signal Processing

Abdelhak M. Zoubir; Visa Koivunen; Esa Ollila; Michael Muma (Author) · Cambridge University Press · Hardcover

Robust Statistics for Signal Processing - Abdelhak M. Zoubir; Visa Koivunen; Esa Ollila; Michael Muma

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Synopsis "Robust Statistics for Signal Processing "

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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