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Robust Statistics for Signal Processing
- ISBN13：9781107017412
- 出版社：Cambridge Univ Pr
- 作者：Abdelhak M. Zoubir
- 裝訂／頁數：精裝／312頁
- 規格：22.9cm*17.8cm*1.3cm (高/寬/厚)
- 出版日：2018/12/31
定 價：NT$ 6825 元
優惠價：90 折 6143 元
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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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