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Distributed Source Coding
Theory, Algorithms and Applications
Everything a signal and image processing engineer needs to know about distributed source coding – theorems, practical algorithms for design and the latest applications
Pier Luigi Dragotti (Author), Michael Gastpar (Author)
9780123744852
Hardback, published 10 March 2009
360 pages
23.4 x 19 x 2.5 cm, 1 kg
"This book is a great resource covering the breadth and depth of distributed source coding that’s appropriate for everyone from theoreticians to practitioners." --Richard Baraniuk, Rice University
The advent of wireless sensor technology and ad-hoc networks has made DSC a major field of interest. Edited and written by the leading players in the field, this book presents the latest theory, algorithms and applications, making it the definitive reference on DSC for systems designers and implementers, researchers, and graduate students. This book gives a clear understanding of the performance limits of distributed source coders for specific classes of sources and presents the design and application of practical algorithms for realistic scenarios. Material covered includes the use of standard channel codes, such as LDPC and Turbo codes, to DSC, and discussion of the suitability of compressed sensing for distributed compression of sparse signals. Extensive applications are presented and include distributed video coding, microphone arrays and securing biometric data.
Foundations of Distributed Source CodingDistributed transform codingQuantization for Distributed Source CodingZero-error Distributed Source CodingDistributed Coding of Sparse SignalsTowards constructive Slepian-Wolf coding schemesDistributed Compression in Microphone ArrayDistributed Video Coding: Basics, Codecs and PerformanceModel Based Multi-view Video Compression using Distributed Source Coding PrinciplesDistributed Compression of Hyperspectral ImagerySecuring Biometric Data
Subject Areas: Signal processing [UYS], Communications engineering / telecommunications [TJK], Electronics & communications engineering [TJ], Electrical engineering [THR], Electricity, electromagnetism & magnetism [PHK]
