Distributed source coding : theory, algorithms, and applications

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 implemen...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Dragotti, Pier Luigi, Gastpar, Michael
Format: E-Book Buch
Sprache:Englisch
Veröffentlicht: Amsterdam Academic Press/Elsevier 2009
Elsevier Science & Technology
Academic Press
Ausgabe:1
Schlagworte:
Coding theory
Data compression (Telecommunication)
Distributed processing
Electronic data processing
Electronic data processing > Distributed processing
Multisensor data fusion
ISBN:9780123744852, 0123744857
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung: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. 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 *Clear explanation of the principles of distributed source coding (DSC), a technology that has applications in sensor networks, ad-hoc networks, and distributed wireless video systems for surveillance *Edited and written by the leading players in the field, providing a complete and authoritative reference *Contains all the latest theory, practical algorithms for DSC design and the most recently developed applications.
Bibliographie:Includes bibliographical references and index
ISBN:9780123744852
0123744857