Distributed Source Coding

Distributed Source Coding
Author: Pier Luigi Dragotti,Michael Gastpar
Publsiher: Academic Press
Total Pages: 360
Release: 2009-02-24
Genre: Computers
ISBN: 0080922740

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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

Distributed Source Coding

Distributed Source Coding
Author: Shuang Wang,Yong Fang,Samuel Cheng
Publsiher: John Wiley & Sons
Total Pages: 384
Release: 2017-01-05
Genre: Science
ISBN: 9781118705971

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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.

Distributed Source Coding in Sensor Networks

Distributed Source Coding in Sensor Networks
Author: Xin Zhang
Publsiher: Unknown
Total Pages: 300
Release: 2006
Genre: Electronic Book
ISBN: CORNELL:31924105483733

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Distributed Source Coding

Distributed Source Coding
Author: Shuang Wang,Yong Fang,Samuel Cheng
Publsiher: John Wiley & Sons
Total Pages: 379
Release: 2017-03-20
Genre: Science
ISBN: 9780470688991

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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.

Practical Distributed Source Coding and Its Application to the Compression of Encrypted Data

Practical Distributed Source Coding and Its Application to the Compression of Encrypted Data
Author: Daniel Hillel Schonberg
Publsiher: Unknown
Total Pages: 330
Release: 2007
Genre: Electronic Book
ISBN: UCAL:C3510341

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Distributed Source Coding Using Syndromes DISCUS

Distributed Source Coding Using Syndromes  DISCUS
Author: Sandeep Pradhan Sadanandarao
Publsiher: Unknown
Total Pages: 370
Release: 2001
Genre: Electronic Book
ISBN: UCAL:C3479312

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Distributed Source Coding for an Acoustic Sensor Array

Distributed Source Coding for an Acoustic Sensor Array
Author: Dennis Yueping Leung
Publsiher: Unknown
Total Pages: 84
Release: 2006
Genre: Electronic Book
ISBN: CORNELL:31924103607796

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Visual Media Coding and Transmission

Visual Media Coding and Transmission
Author: Ahmet Kondoz
Publsiher: John Wiley & Sons
Total Pages: 588
Release: 2009-04-01
Genre: Technology & Engineering
ISBN: 9780470740651

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This book presents the state-of-the-art in visual media coding and transmission Visual Media Coding and Transmission is an output of VISNET II NoE, which is an EC IST-FP6 collaborative research project by twelve esteemed institutions from across Europe in the fields of networked audiovisual systems and home platforms. The authors provide information that will be essential for the future study and development of visual media communications technologies. The book contains details of video coding principles, which lead to advanced video coding developments in the form of Scalable Coding, Distributed Video Coding, Non-Normative Video Coding Tools and Transform Based Multi-View Coding. Having detailed the latest work in Visual Media Coding, networking aspects of Video Communication is detailed. Various Wireless Channel Models are presented to form the basis for both link level quality of service (QoS) and cross network transmission of compressed visual data. Finally, Context-Based Visual Media Content Adaptation is discussed with some examples. Key Features: Contains the latest advances in this important field covered by VISNET II NoE Addresses the latest multimedia signal processing and coding algorithms Covers all important advance video coding techniques, scalable and multiple description coding, distributed video coding and non-normative tools Discusses visual media networking with various wireless channel models QoS methods by way of link adaptation techniques are detailed with examples Presents a visual media content adaptation platform, which is both context aware and digital rights management enabled Contains contributions from highly respected academic and industrial organizations Visual Media Coding and Transmission will benefit researchers and engineers in the wireless communications and signal processing fields. It will also be of interest to graduate and PhD students on media processing, coding and communications courses.