Robust statistics for signal processing
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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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Taal: en
Bindwijze: E-book
Oorspronkelijke releasedatum: 08 november 2018
Ebook Formaat: Adobe ePub
Illustraties: Nee
Hoofdauteur: Abdelhak M. Zoubir
Tweede Auteur: Visa Koivunen
Co Auteur: Ollila, Esa
Hoofduitgeverij: Cambridge University Press
Lees dit ebook op: Desktop (Mac en Windows)
Lees dit ebook op: Kobo e-reader
Lees dit ebook op: Android (smartphone en tablet)
Lees dit ebook op: iOS (smartphone en tablet)
Lees dit ebook op: Windows (smartphone en tablet)
Studieboek: Ja
EAN: 9781108680486