Robust Statistics for Signal Processing (Hardback)
  • Robust Statistics for Signal Processing (Hardback)
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Robust Statistics for Signal Processing (Hardback)

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£105.00
Hardback 312 Pages / Published: 08/11/2018
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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.

Publisher: Cambridge University Press
ISBN: 9781107017412
Number of pages: 312
Weight: 770 g
Dimensions: 253 x 178 x 18 mm

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