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Distributed Source Coding – Theory and Practice

Autor S Wang
en Limba Engleză Hardback – 2 mar 2017
Distributed source coding is one of the key enablers for efficient cooperative communication. The potential applications range from wireless sensor networks, ad-hoc networks, and surveillance networks, to robust low-complexity video coding, stereo/Multiview video coding, HDTV, hyper-spectral and multispectral imaging, and biometrics. The book is divided into three sections: theory, algorithms, and applications. Part one covers the background of information theory with an emphasis on DSC; part two discusses designs of algorithmic solutions for DSC problems, covering the three most important DSC problems: Slepian-Wolf, Wyner-Ziv, and MT source coding; and part three is dedicated to a variety of potential DSC applications. Key features: * Clear explanation of distributed source coding theory and algorithms including both lossless and lossy designs. * Rich applications of distributed source coding, which covers multimedia communication and data security applications. * Self-contained content for beginners from basic information theory to practical code implementation. The book provides fundamental knowledge for engineers and computer scientists to access the topic of distributed source coding. It is also suitable for senior undergraduate and first year graduate students in electrical engineering; computer engineering; signal processing; image/video processing; and information theory and communications.
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Specificații

ISBN-13: 9780470688991
ISBN-10: 0470688998
Pagini: 384
Dimensiuni: 161 x 239 x 23 mm
Greutate: 0.61 kg
Editura: Wiley
Locul publicării:Chichester, United Kingdom

Public țintă

Primary: Postgraduate students, practitioners and academics in the broad fields of electrical engineering, computer engineering, signal processing, image/video processing, information theory and communications.
Secondary: Technical managers involved in industries related to communications and signal processing; senior undergraduates across subject areas of electrical engineering, computer engineering, signal processing, image/video processing, information theory and communications.

Cuprins


Notă biografică

SHUANG WANG, University of California, San Diego, USA

YONG FANG, Northwest A&F University, China

SAMUEL CHENG, University of Oklahoma, USA


Descriere

Distributed source coding is one of the key enablers for efficient cooperative communication. The potential applications range from wireless sensor networks, ad-hoc networks, and surveillance networks, to robust low-complexity video coding, stereo/Multiview video coding, HDTV, hyper-spectral and multispectral imaging, and biometrics.