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Robust Statistics for Signal Processing - Visa Koivunen,Esa Ollila,Abdelhak M. Zoubir

englanti
2018-11-08
260,62 € 347,49 €

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Toimitus 17-23 arkipäivässä

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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 mod ... Täydellinen kuvaus

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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.

Lisätietoja

Kirjoittaja Visa Koivunen, Esa Ollila, Abdelhak M. Zoubir
Julkaisija Cambridge University Press
Julkaisuvuosi 2018
Kannen tyyppi Kovakantinen
EAN 9781107017412
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Arvostelet: Robust Statistics for Signal Processing
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260,62 € 347,49 €