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基本説明
An authoritative and complete resource for signal and image processing systems designers and implementers, researchers and graduate students.
Full Description
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.
Contents
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
