Robust Statistics for Signal Processing
Published on 8. November 2018
978-1-108-68048-6 (ISBN)
Description
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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Abdelhak M. Zoubir | Visa Koivunen | Esa Ollila
Robust Statistics for Signal Processing
Book
11/2018
Cambridge University Press
€177.90
Shipment within 15-20 days
