TY  - BOOK
AU  - Zoubir,Abdelhak M.
AU  - Koivunen,Visa
AU  - Ollila,Esa
AU  - Muma,Michael
TI  - Robust statistics for signal processing
SN  - 9781139084291 (ebook)
AV  - QA276 .Z68 2018
U1  - 519.5 23
PY  - 2018///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Robust statistics
KW  - Signal processing
KW  - Mathematics
N1  - Title from publisher's bibliographic system (viewed on 29 Oct 2018)
N2  - 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
UR  - https://doi.org/10.1017/9781139084291
ER  -