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Distributed Source Coding

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Distributed Source Coding

Distributed Source Coding Book
Author : Pier Luigi Dragotti,Michael Gastpar
Publisher : Academic Press
Release : 2009-02-24
ISBN : 9780080922744
Language : En, Es, Fr & De

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Book 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. 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 Book
Author : Shuang Wang,Yong Fang,Samuel Cheng
Publisher : John Wiley & Sons
Release : 2017-03-20
ISBN : 0470688998
Language : En, Es, Fr & De

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Book Description :

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

Theoretical Aspects of Distributed Computing in Sensor Networks Book
Author : Sotiris Nikoletseas,José D.P. Rolim
Publisher : Springer Science & Business Media
Release : 2011-01-15
ISBN : 3642148492
Language : En, Es, Fr & De

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Book Description :

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.

Distributed Source Coding in Sensor Networks

Distributed Source Coding in Sensor Networks Book
Author : Xin Zhang
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

The most efficient compression scheme found, with a DAG representation in the form of a chain, corresponds to a successive decoding procedure. Extending this idea, we find corresponding successive schemes for multiple description, broadcast channel encoding and multiple access channel decoding.

Distributed Source Coding for an Acoustic Sensor Array

Distributed Source Coding for an Acoustic Sensor Array Book
Author : Dennis Yueping Leung
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Distributed Source Coding for an Acoustic Sensor Array book written by Dennis Yueping Leung, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Distributed Source Coding

Distributed Source Coding Book
Author : Zixiang Xiong
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Distributed Source Coding book written by Zixiang Xiong, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Distributed Source Coding Using Syndromes DISCUS

Distributed Source Coding Using Syndromes  DISCUS  Book
Author : Sandeep Pradhan Sadanandarao
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Distributed Source Coding Using Syndromes DISCUS book written by Sandeep Pradhan Sadanandarao, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Network aware Source Coding and Communication

Network aware Source Coding and Communication Book
Author : Nima Sarshar,Xiaolin Wu,Jia Wang,Sorina Dumitrescu
Publisher : Cambridge University Press
Release : 2011-09-08
ISBN : 1139504568
Language : En, Es, Fr & De

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Book Description :

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.

Visual Media Coding and Transmission

Visual Media Coding and Transmission Book
Author : Ahmet Kondoz
Publisher : John Wiley & Sons
Release : 2009-04-01
ISBN : 0470740655
Language : En, Es, Fr & De

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Book Description :

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.

Multi Camera Networks

Multi Camera Networks Book
Author : Hamid Aghajan,Andrea Cavallaro
Publisher : Academic Press
Release : 2009-04-25
ISBN : 9780080878003
Language : En, Es, Fr & De

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Book Description :

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

Channel Coding in the Presence of Side Information

Channel Coding in the Presence of Side Information Book
Author : Guy Keshet,Yossef Steinberg,Neri Merhav
Publisher : Now Publishers Inc
Release : 2008
ISBN : 1601980485
Language : En, Es, Fr & De

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Book Description :

Channel Coding in the Presence of Side Information reviews the concepts and methods of communication systems equipped with side information both from the theoretical and practical points of view. It is a comprehensive review that gives the reader an insightful introduction to one of the most important topics in modern communications systems.

Advances in Multimedia Modeling

Advances in Multimedia Modeling Book
Author : Tat-Jen Cham,Jianfei Cai,Chitra Dorai,Deepu Rajan,Tat-Seng Chua,Liang-Tien Chia
Publisher : Springer
Release : 2007-07-05
ISBN : 3540694234
Language : En, Es, Fr & De

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Book Description :

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.

Special Section

Special Section Book
Author : Zixiang Xiong
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Special Section book written by Zixiang Xiong, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Wireless Sensor Networks

Wireless Sensor Networks Book
Author : C.S. Raghavendra,Krishna M. Sivalingam,Taieb Znati
Publisher : Springer Science & Business Media
Release : 2006-09-01
ISBN : 0387352694
Language : En, Es, Fr & De

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Book Description :

Wireless Sensor Networks presents a comprehensive and tightly organized compilation of chapters that surveys many of the exciting research developments taking place in this field. Chapters are written by several of the leading researchers exclusively for this book. Authors address many of the key challenges faced in the design, analysis and deployment of wireless sensor networks.

Distributed Source Coding Using Polar Codes

Distributed Source Coding Using Polar Codes Book
Author : Malak Sarkis
Publisher : Unknown
Release : 2016
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Distributed Source Coding Using Polar Codes book written by Malak Sarkis, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Communications for Control in Cyber Physical Systems

Communications for Control in Cyber Physical Systems Book
Author : Husheng Li
Publisher : Morgan Kaufmann
Release : 2016-10-18
ISBN : 0128019646
Language : En, Es, Fr & De

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Book Description :

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

Image Analysis and Recognition

Image Analysis and Recognition Book
Author : Mohamed Kamel,Aurélio Campilho
Publisher : Springer
Release : 2005-10-10
ISBN : 3540319387
Language : En, Es, Fr & De

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Book Description :

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.

Green Mobile Devices and Networks

Green Mobile Devices and Networks Book
Author : Hrishikesh Venkataraman,Gabriel-Miro Muntean
Publisher : CRC Press
Release : 2016-04-19
ISBN : 1466559160
Language : En, Es, Fr & De

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Book Description :

While battery capacity is often insufficient to keep up with the power-demanding features of the latest mobile devices, powering the functional advancement of wireless devices requires a revolution in the concept of battery life and recharge capability. Future handheld devices and wireless networks should be able to recharge themselves automaticall

Multimedia Image and Video Processing

Multimedia Image and Video Processing Book
Author : Ling Guan
Publisher : CRC Press
Release : 2017-12-19
ISBN : 1439830878
Language : En, Es, Fr & De

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Book Description :

As multimedia applications have become part of contemporary daily life, numerous paradigm-shifting technologies in multimedia processing have emerged over the last decade. Substantially updated with 21 new chapters, Multimedia Image and Video Processing, Second Edition explores the most recent advances in multimedia research and applications. This edition presents a comprehensive treatment of multimedia information mining, security, systems, coding, search, hardware, and communications as well as multimodal information fusion and interaction. Clearly divided into seven parts, the book begins with a section on standards, fundamental methods, design issues, and typical architectures. It then focuses on the coding of video and multimedia content before covering multimedia search, retrieval, and management. After examining multimedia security, the book describes multimedia communications and networking and explains the architecture design and implementation for multimedia image and video processing. It concludes with a section on multimedia systems and applications. Written by some of the most prominent experts in the field, this updated edition provides readers with the latest research in multimedia processing and equips them with advanced techniques for the design of multimedia systems.