Robust Statistics for Signal Processing
Synopsis
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.
- Copyright:
- 2018 Cambridge University Press
Book Details
- Book Quality:
- ISBN-13:
- 9781108680486
- Publisher:
- Cambridge University Press
- Date of Addition:
- 2018-10-31T09:12:03Z
- Language:
- English
- Categories:
- Usage Restrictions:
- This is a copyrighted book.