Description: 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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EAN: 9781107017412
UPC: 9781107017412
ISBN: 9781107017412
MPN: N/A
Book Title: Robust Statistics for Signal Processing by Abdelha
Item Length: 24.1 cm
Number of Pages: 312 Pages
Publication Name: Robust Statistics for Signal Processing
Language: English
Publisher: Cambridge University Press
Item Height: 253 mm
Subject: Engineering & Technology
Publication Year: 2018
Type: Textbook
Item Weight: 770 g
Subject Area: Mechanical Engineering
Author: Visa Koivunen, Esa Ollila, Michael Muma, Abdelhak M. Zoubir
Item Width: 178 mm
Format: Hardcover