Digital Signal Processing with Matlab Examples, Volume 2
Decomposition, Recovery, Data-Based Actions

Authors: Jose Maria Giron-Sierra



Offers a wealth of MATLAB programs for individual exploration

Treats the theory succinctly and with a focus on practical applications

Highlights recent developments in response to the demands of new digital technologies

This is the second volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.

This second book focuses on recent developments in response to the demands of new digital technologies. It is divided into two parts: the first part includes four chapters on the decomposition and recovery of signals, with special emphasis on images. In turn, the second part includes three chapters and addresses important data-based actions, such as adaptive filtering, experimental modeling, and classification.

Table of contents

Front Matter
Pages i-xxxix

Decomposition and Recovery. Images
Front Matter
Pages 1-1
Filter Banks
Pages 3-113
Wavelets
Pages 115-241
Image and 2D Signal Processing
Pages 243-344
Wavelet Variants for 2D Analysis
Pages 345-468

Data-Based Actions: Adaptive Filtering, Modelling, Analysis, and Classification
Front Matter
Pages 469-469
Adaptive Filters and Observers
Pages 471-580
Experimental Modelling
Pages 581-645
Data Analysis and Classification
Pages 647-835

Back Matter
Pages 837-913