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
本帖隐藏的内容
原版 PDF:PDF 压缩包:
- Digital Signal Processing with Matlab Examples, Volume 2_Decomposition, Recovery, Data-Based Actions.pdf