Distributed Source Coding

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Distributed Source Coding

Author : Shuang Wang
Publisher : John Wiley & Sons
ISBN 13 : 1118705971
Total Pages : 384 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Distributed Source Coding by : Shuang Wang

Download or read book Distributed Source Coding written by Shuang Wang and published by John Wiley & Sons. This book was released on 2017-01-05 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Pier Luigi Dragotti
Publisher : Academic Press
ISBN 13 : 9780080922744
Total Pages : 360 pages
Book Rating : 4.9/5 (227 download)

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Book Synopsis Distributed Source Coding by : Pier Luigi Dragotti

Download or read book Distributed Source Coding written by Pier Luigi Dragotti and published by Academic Press. This book was released on 2009-02-24 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 in Sensor Networks

Author : Xin Zhang
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Distributed Source Coding in Sensor Networks by : Xin Zhang

Download or read book Distributed Source Coding in Sensor Networks written by Xin Zhang and published by . This book was released on 2006 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Distributed Source Coding

Author : Shuang Wang
Publisher : John Wiley & Sons
ISBN 13 : 0470688998
Total Pages : 379 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis Distributed Source Coding by : Shuang Wang

Download or read book Distributed Source Coding written by Shuang Wang and published by John Wiley & Sons. This book was released on 2017-03-20 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Theoretical Aspects of Distributed Computing in Sensor Networks

Author : Sotiris Nikoletseas
Publisher : Springer Science & Business Media
ISBN 13 : 3642148492
Total Pages : 904 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Theoretical Aspects of Distributed Computing in Sensor Networks by : Sotiris Nikoletseas

Download or read book Theoretical Aspects of Distributed Computing in Sensor Networks written by Sotiris Nikoletseas and published by Springer Science & Business Media. This book was released on 2011-01-15 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless ad hoc sensor networks has recently become a very active research subject. Achieving efficient, fault-tolerant realizations of very large, highly dynamic, complex, unconventional networks is a real challenge for abstract modelling, algorithmic design and analysis, but a solid foundational and theoretical background seems to be lacking. This book presents high-quality contributions by leading experts worldwide on the key algorithmic and complexity-theoretic aspects of wireless sensor networks. The intended audience includes researchers and graduate students working on sensor networks, and the broader areas of wireless networking and distributed computing, as well as practitioners in the relevant application areas. The book can also serve as a text for advanced courses and seminars.

Low-delay Distributed Source Coding

Author : Ozgun Bursalioglu
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Low-delay Distributed Source Coding by : Ozgun Bursalioglu

Download or read book Low-delay Distributed Source Coding written by Ozgun Bursalioglu and published by . This book was released on 2006 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Distributed Source Coding for an Acoustic Sensor Array

Author : Dennis Yueping Leung
Publisher :
ISBN 13 :
Total Pages : 84 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Distributed Source Coding for an Acoustic Sensor Array by : Dennis Yueping Leung

Download or read book Distributed Source Coding for an Acoustic Sensor Array written by Dennis Yueping Leung and published by . This book was released on 2006 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Network-aware Source Coding and Communication

Author : Nima Sarshar
Publisher : Cambridge University Press
ISBN 13 : 1139504568
Total Pages : 189 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Network-aware Source Coding and Communication by : Nima Sarshar

Download or read book Network-aware Source Coding and Communication written by Nima Sarshar and published by Cambridge University Press. This book was released on 2011-09-08 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and techniques for achieving high quality network communication with the best possible bandwidth economy, this book focuses on network information flow with fidelity. Covering both lossless and lossy source reconstruction, it is illustrated throughout with real-world applications, including sensor networks and multimedia communications. Practical algorithms are presented, developing novel techniques for tackling design problems in joint network-source coding via collaborative multiple description coding, progressive coding, diversity routing and network coding. With systematic introductions to the basic theories of distributed source coding, network coding and multiple description coding, this is an ideal self-contained resource for researchers and students in information theory and network theory.

Distributed Source Coding Using Syndromes (DISCUS)

Author : Sandeep Pradhan Sadanandarao
Publisher :
ISBN 13 :
Total Pages : 370 pages
Book Rating : 4.:/5 (34 download)

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Book Synopsis Distributed Source Coding Using Syndromes (DISCUS) by : Sandeep Pradhan Sadanandarao

Download or read book Distributed Source Coding Using Syndromes (DISCUS) written by Sandeep Pradhan Sadanandarao and published by . This book was released on 2001 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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

Author : Daniel Hillel Schonberg
Publisher :
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.:/5 (35 download)

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Book Synopsis Practical Distributed Source Coding and Its Application to the Compression of Encrypted Data by : Daniel Hillel Schonberg

Download or read book Practical Distributed Source Coding and Its Application to the Compression of Encrypted Data written by Daniel Hillel Schonberg and published by . This book was released on 2007 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-Camera Networks

Author : Hamid Aghajan
Publisher : Academic Press
ISBN 13 : 0080878008
Total Pages : 623 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Multi-Camera Networks by : Hamid Aghajan

Download or read book Multi-Camera Networks written by Hamid Aghajan and published by Academic Press. This book was released on 2009-04-25 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book, by the leading experts, on this rapidly developing field with applications to security, smart homes, multimedia, and environmental monitoring Comprehensive coverage of fundamentals, algorithms, design methodologies, system implementation issues, architectures, and applications Presents in detail the latest developments in multi-camera calibration, active and heterogeneous camera networks, multi-camera object and event detection, tracking, coding, smart camera architecture and middleware This book is the definitive reference in multi-camera networks. It gives clear guidance on the conceptual and implementation issues involved in the design and operation of multi-camera networks, as well as presenting the state-of-the-art in hardware, algorithms and system development. The book is broad in scope, covering smart camera architectures, embedded processing, sensor fusion and middleware, calibration and topology, network-based detection and tracking, and applications in distributed and collaborative methods in camera networks. This book will be an ideal reference for university researchers, R&D engineers, computer engineers, and graduate students working in signal and video processing, computer vision, and sensor networks. Hamid Aghajan is a Professor of Electrical Engineering (consulting) at Stanford University. His research is on multi-camera networks for smart environments with application to smart homes, assisted living and well being, meeting rooms, and avatar-based communication and social interactions. He is Editor-in-Chief of Journal of Ambient Intelligence and Smart Environments, and was general chair of ACM/IEEE ICDSC 2008. Andrea Cavallaro is Reader (Associate Professor) at Queen Mary, University of London (QMUL). His research is on target tracking and audiovisual content analysis for advanced surveillance and multi-sensor systems. He serves as Associate Editor of the IEEE Signal Processing Magazine and the IEEE Trans. on Multimedia, and has been general chair of IEEE AVSS 2007, ACM/IEEE ICDSC 2009 and BMVC 2009. The first book, by the leading experts, on this rapidly developing field with applications to security, smart homes, multimedia, and environmental monitoring Comprehensive coverage of fundamentals, algorithms, design methodologies, system implementation issues, architectures, and applications Presents in detail the latest developments in multi-camera calibration, active and heterogeneous camera networks, multi-camera object and event detection, tracking, coding, smart camera architecture and middleware

Distributed Coding of Spatio-temporally Correlated Sources

Author : Ankur Saxena
Publisher : ProQuest
ISBN 13 : 9780549988045
Total Pages : 228 pages
Book Rating : 4.9/5 (88 download)

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Book Synopsis Distributed Coding of Spatio-temporally Correlated Sources by : Ankur Saxena

Download or read book Distributed Coding of Spatio-temporally Correlated Sources written by Ankur Saxena and published by ProQuest. This book was released on 2008 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation studies certain problems in distributed coding of correlated sources. The first problem considers the design of efficient coders in a robust distributed source coding scenario. Here, the information is encoded at independent terminals and transmitted across separate channels, any of which may fail. This scenario subsumes a wide range of source and source-channel coding/quantization problems, including multiple descriptions and the CEO problem. A global optimization algorithm based on deterministic annealing is proposed for the joint design of all the system components. The proposed approach avoids many poor local optima, is independent of initialization, and does not make any simplifying assumption on the underlying source distribution.

Advances in Multimedia Modeling

Author : Tat-Jen Cham
Publisher : Springer
ISBN 13 : 3540694234
Total Pages : 797 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Advances in Multimedia Modeling by : Tat-Jen Cham

Download or read book Advances in Multimedia Modeling written by Tat-Jen Cham and published by Springer. This book was released on 2007-07-05 with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 4351 and LNCS 4352 constitutes the refereed proceedings of the 13th International Multimedia Modeling Conference, MMM 2007, held in Singapore in January 2007. Based on rigorous reviewing, the program committee selected 123 carefully revised full papers of the main technical sessions and 33 revised full papers of four special sessions from a total of 392 submissions for presentation in two volumes.

Distributed Multiple Description Coding

Author : Huihui Bai
Publisher : Springer Science & Business Media
ISBN 13 : 1447122488
Total Pages : 183 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Distributed Multiple Description Coding by : Huihui Bai

Download or read book Distributed Multiple Description Coding written by Huihui Bai and published by Springer Science & Business Media. This book was released on 2011-11-19 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines distributed video coding (DVC) and multiple description coding (MDC), two novel techniques designed to address the problems of conventional image and video compression coding. Covering all fundamental concepts and core technologies, the chapters can also be read as independent and self-sufficient, describing each methodology in sufficient detail to enable readers to repeat the corresponding experiments easily. Topics and features: provides a broad overview of DVC and MDC, from the basic principles to the latest research; covers sub-sampling based MDC, quantization based MDC, transform based MDC, and FEC based MDC; discusses Sleplian-Wolf coding based on Turbo and LDPC respectively, and comparing relative performance; includes original algorithms of MDC and DVC; presents the basic frameworks and experimental results, to help readers improve the efficiency of MDC and DVC; introduces the classical DVC system for mobile communications, providing the developmental environment in detail.

Communications for Control in Cyber Physical Systems

Author : Husheng Li
Publisher : Morgan Kaufmann
ISBN 13 : 0128019646
Total Pages : 310 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Communications for Control in Cyber Physical Systems by : Husheng Li

Download or read book Communications for Control in Cyber Physical Systems written by Husheng Li and published by Morgan Kaufmann. This book was released on 2016-10-18 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communications and Controls in Cyber Physical Systems: Theory, Design and Applications in Smart Grids provides readers with all they need to know about cyber physical systems (CPSs), such as smart grids, which have attracted intensive studies in recent years. Communications and controls are of key importance for maintaining and stabilizing the operation of the physical dynamics in these complicated systems. This book presents a systematic treatment on the communication and control aspects of CPSs, along with applications to the smart grid in four parts, including the basics of CPS, communications and controls, an explanation of the integration with CPS, coverage of controls with information constraints in CPS, and an applications oriented focus on smart grids as a CPS. Drawing upon years of practical experience and using numerous examples and illustrations, the authors’ discuss key communication and controls design methods that can be integrated into a CPS, how communication and control schemes can be applied in practical systems such as smart grids, new directions and approaches for traditional engineers and researchers in communications, and controls and power systems as they relates to CPSs. Presents a systematic treatment on the communication and control aspects of cyber physical systems (CPSs) Discusses key communication and controls design methods that can be integrated into a CPS Demonstrates how communication and control schemes can be applied in practical systems such as smart grids Includes new directions and approaches for traditional engineers and researchers in communications, controls, and power systems as they relate to CPSs

Recursive Source Coding

Author : G. Gabor
Publisher : Springer Science & Business Media
ISBN 13 : 1461386497
Total Pages : 107 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Recursive Source Coding by : G. Gabor

Download or read book Recursive Source Coding written by G. Gabor and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: The spreading of digital technology has resulted in a dramatic increase in the demand for data compression (DC) methods. At the same time, the appearance of highly integrated elements has made more and more com plicated algorithms feasible. It is in the fields of speech and image trans mission and the transmission and storage of biological signals (e.g., ECG, Body Surface Mapping) where the demand for DC algorithms is greatest. There is, however, a substantial gap between the theory and the practice of DC: an essentially nonconstructive information theoretical attitude and the attractive mathematics of source coding theory are contrasted with a mixture of ad hoc engineering methods. The classical Shannonian infor mation theory is fundamentally different from the world of practical pro cedures. Theory places great emphasis on block-coding while practice is overwhelmingly dominated by theoretically intractable, mostly differential predictive coding (DPC), algorithms. A dialogue between theory and practice has been hindered by two pro foundly different conceptions of a data source: practice, mostly because of speech compression considerations, favors non stationary models, while the theory deals mostly with stationary ones.

Image Analysis and Recognition

Author : Mohamed Kamel
Publisher : Springer
ISBN 13 : 3540319387
Total Pages : 1302 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Image Analysis and Recognition by : Mohamed Kamel

Download or read book Image Analysis and Recognition written by Mohamed Kamel and published by Springer. This book was released on 2005-10-10 with total page 1302 pages. Available in PDF, EPUB and Kindle. Book excerpt: ICIAR 2005, the International Conference on Image Analysis and Recognition, was the second ICIAR conference, and was held in Toronto, Canada. ICIAR is organized annually, and alternates between Europe and North America. ICIAR 2004 was held in Porto, Portugal. The idea of o?ering these conferences came as a result of discussion between researchers in Portugal and Canada to encourage collaboration and exchange, mainly between these two countries, but also with the open participation of other countries, addressing recent advances in theory, methodology and applications. TheresponsetothecallforpapersforICIAR2005wasencouraging.From295 full papers submitted, 153 were ?nally accepted (80 oral presentations, and 73 posters). The review process was carried out by the Program Committee m- bersandotherreviewers;allareexpertsinvariousimageanalysisandrecognition areas. Each paper was reviewed by at least two reviewers, and also checked by the conference co-chairs. The high quality of the papers in these proceedings is attributed ?rst to the authors,and second to the quality of the reviews provided by the experts. We would like to thank the authors for responding to our call, andwewholeheartedlythankthe reviewersfor theirexcellentwork,andfortheir timely response. It is this collective e?ort that resulted in the strong conference program and high-quality proceedings in your hands.