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Author : Ozgun Bursalioglu
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.3/5 (121 download)
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:
Author : Shuang Wang
Publisher : John Wiley & Sons
ISBN 13 : 1118705971
Total Pages : 384 pages
Book Rating : 4.1/5 (187 download)
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.
Author : Pier Luigi Dragotti
Publisher : Academic Press
ISBN 13 : 0080922740
Total Pages : 359 pages
Book Rating : 4.0/5 (89 download)
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 359 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. - 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
Author : Cheng Chang
Publisher :
ISBN 13 :
Total Pages : 408 pages
Book Rating : 4.:/5 (34 download)
Download or read book Streaming Source Coding with Delay written by Cheng Chang and published by . This book was released on 2007 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Haishan Wang
Publisher :
ISBN 13 :
Total Pages : 152 pages
Book Rating : 4.:/5 (755 download)
Download or read book Low-complexity Distributed Source Coding written by Haishan Wang and published by . This book was released on 2011 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mojtaba Vaezi
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (911 download)
Download or read book Distributed Lossy Source Coding Using BCH-DFT Codes written by Mojtaba Vaezi and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Distributed source coding, separate encoding (compression) and joint decoding of statistically dependent sources, arises in an increasing number of applications like sensor networks and multiview video coding. Many of those applications are highly interactive, requiring the development of low-delay, energy-limited communication and computing schemes. Currently, this compression is performed by using capacity-approaching binary channel codes. As a natural extension, distributed lossy source coding is realized by cascading a quantizer and Slepian-Wolf coding in the binary domain. Despite big strides in practical distributed source coding techniques, this problem is still demanding in terms of processing power, bandwidth, and delay.In this dissertation, we develop a new framework for distributed lossy source coding, in which we use real-number codes for binning. Specifically, we use a class of Bose-Chaudhuri-Hocquenghem (BCH) codes in the real/complex field known as the discrete Fourier transform (DFT) codes. Contrary to the conventional scheme, we first compress the continuous-valued sources and then quantize them. The new scheme exploits the correlation between continuous-valued sources, rather than quantized ones, which is more accurate. Also, by using short BCH-DFT codes, it reduces the complexity and delay and offers the potential to avoid the problems of the conventional quantization and binning approach, with relatively simple encoder/decoder.We propose both syndrome- and parity-based schemes, and we extend the parity-based scheme to distributed joint source-channel coding based on a single DFT code. Further, to adapt to uncertainty in the degree of statistical dependence between the sources, we construct rate-adaptive BCH-DFT codes. This allows the encoder to switch flexibly between encoding sample rates, if the degree of statistical dependence varies. The construction of rate-adaptive codes is based on transmission of additional syndrome samples and a simple extension of the subspace-based decoding.Another major contribution of this dissertation is to generalize the encoding/decoding of BCH-DFT codes. We prove that the parity frequencies of a BCH-DFT code, or equivalently the zeros of codewords in the frequency domain, are not required to be adjacent; we provide the decoding algorithm as well. This offers flexibility in constructing BCH-DFT codes and further improvement in the decoding which can be exploited in channel coding as well." --
Author : Xin Zhang
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.E/5 ( download)
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:
Author : Ruiyuan Hu
Publisher :
ISBN 13 : 9781109389685
Total Pages : 123 pages
Book Rating : 4.3/5 (896 download)
Download or read book Distributed Source Coding Over Wireless User Cooperation written by Ruiyuan Hu and published by . This book was released on 2009 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed source coding (DSC) refers to the problem of compressing two or more physically-separated information sources, where the sources (e.g. sensors) send the (compressed) information to a central point (e.g. a monitoring station) without communicating to each other. Cooperative communication, also known as user cooperation or the relay channel problem, allows single-antenna users in a multi-user scenario to share antennas with each other to form a virtual multiple-antenna system. These two technologies, originated in the seventies, have caused a resurgence of interest in recent years. In this dissertation, we investigate these two technologies and try to apply distributed source coding into user cooperation. Three topics are studied: The first is to develop a new scheme to attack the noisy-channel Slepian-Wolf coding problem using serially concatenated codes (SCC). The advantage is two-fold: (i) separate refining of compression rate and error protection capability is made possible and (ii) many useful results about SCC can be used to achieve joint optimization. The second topic considers the design of two-user cooperation schemes by exploiting distributed source coding technologies. Two user cooperation schemes, Slepian-Wolf cooperation and Wyner-Ziv cooperation, are proposed, which exploit Slepian-Wolf coding and Wyner-Ziv coding, respectively. Possibly the first practical schemes that implement the idea of compress-and-forward, these schemes offer substantial gains over existing cooperative strategies especially when the inter-user channel is at outage. The third topic is to develop an extension for cooperative communication to High-Speed Packet Downlink Access (HSDPA) cellular system which increases both the overall cell capacity as well as coverage near the cell edge at a relatively low cost.
Author : Zixiang Xiong
Publisher :
ISBN 13 :
Total Pages : 5 pages
Book Rating : 4.:/5 (634 download)
Download or read book Distributed Source Coding written by Zixiang Xiong and published by . This book was released on 2006 with total page 5 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Zixiang Xiong
Publisher :
ISBN 13 :
Total Pages : 416 pages
Book Rating : 4.:/5 (255 download)
Download or read book Special Section written by Zixiang Xiong and published by . This book was released on 2006 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert M. Gray
Publisher : Springer Science & Business Media
ISBN 13 : 146131643X
Total Pages : 197 pages
Book Rating : 4.4/5 (613 download)
Download or read book Source Coding Theory written by Robert M. Gray and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Source coding theory has as its goal the characterization of the optimal performance achievable in idealized communication systems which must code an information source for transmission over a digital communication or storage channel for transmission to a user. The user must decode the information into a form that is a good approximation to the original. A code is optimal within some class if it achieves the best possible fidelity given whatever constraints are imposed on the code by the available channel. In theory, the primary constraint imposed on a code by the channel is its rate or resolution, the number of bits per second or per input symbol that it can transmit from sender to receiver. In the real world, complexity may be as important as rate. The origins and the basic form of much of the theory date from Shan non's classical development of noiseless source coding and source coding subject to a fidelity criterion (also called rate-distortion theory) [73] [74]. Shannon combined a probabilistic notion of information with limit theo rems from ergodic theory and a random coding technique to describe the optimal performance of systems with a constrained rate but with uncon strained complexity and delay. An alternative approach called asymptotic or high rate quantization theory based on different techniques and approx imations was introduced by Bennett at approximately the same time [4]. This approach constrained the delay but allowed the rate to grow large.
Author : Wei Liu
Publisher :
ISBN 13 :
Total Pages : 138 pages
Book Rating : 4.:/5 (681 download)
Download or read book Decoder-learning Based Distributed Source Coding for High-efficiency, Low-cost and Secure Multimedia Communications written by Wei Liu and published by . This book was released on 2008 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conventional multimedia compression leverages the source statistics at the encoder side. This is not suitable for some emerging applications such as wireless sensor networks, where the encoders usually have limited functionalities and power supplies, therefore it is desired to shift the bulk of computational burden to the decoder side. The resulting new coding paradigm is called distributed source coding (DSC). Most practical DSC schemes only achieve good results when a priori knowledge about the source statistics is assumed. For DSC of real-world sources such as images and videos, such knowledge is not really available. In this dissertation, we focus on designing decoder-side learning schemes for better understanding of the source statistics, based on which practical DSC systems can be built for high-efficiency, low-cost, and secure multimedia communications. We have studied distributed video coding and compression of encrypted images and videos. We propose to enable partial access to the current source through progressive decoding, such that the decoder's knowledge about the source statistics can be progressively refined. The resulting schemes have achieved significant improvement in coding efficiency. We also studied the rate allocation problem to optimize the power consumption in transmitting multiple correlated sources over a wireless sensor network. The framework developed in this dissertation will provide significant insights and become important building blocks in distributed video applications, including those that are of significant importance to the national security, agriculture, economy, and healthcare.
Author : Daniel Hillel Schonberg
Publisher :
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.:/5 (35 download)
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:
Author : Sandeep Pradhan Sadanandarao
Publisher :
ISBN 13 :
Total Pages : 370 pages
Book Rating : 4.:/5 (34 download)
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:
Author : David Prakash Varodayan
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (652 download)
Download or read book Adaptive Distributed Source Coding written by David Prakash Varodayan and published by . This book was released on 2010 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed source coding, the separate encoding and joint decoding of statistically dependent sources, has many potential applications ranging from lower complexity capsule endoscopy to higher throughput satellite imaging. This dissertation improves distributed source coding algorithms and the analysis of their coding performance to handle uncertainty in the statistical dependence among sources. We construct sequences of rate-adaptive low-density parity-check (LDPC) codes that enable encoders to switch flexibly among coding rates in order to adapt to arbitrary degrees of statistical dependence. These code sequences operate close to the Slepian-Wolf bound at all rates. Rate-adaptive LDPC codes with well-designed source degree distributions outperform commonly used rate-adaptive turbo codes. We then consider distributed source coding in the presence of hidden variables that parameterize the statistical dependence among sources. We derive performance bounds for binary and multilevel models of this problem and devise coding algorithms for both cases. Each encoder sends some portion of its source to the decoder uncoded as doping bits. The decoder uses the sum-product algorithm to simultaneously recover the source and the hidden statistical dependence variables. This system performs close to the derived bounds when an appropriate doping rate is selected. We concurrently develop techniques based on density evolution to analyze our coding algorithms. Experiments show that our models closely approximate empirical coding performance. This property allows us to efficiently optimize parameters of the algorithms, such as source degree distributions and doping rates. We finally demonstrate the application of these adaptive distributed source coding techniques to reduced-reference video quality monitoring, multiview coding and low-complexity video encoding.
Author : David Rebollo-Monedero
Publisher :
ISBN 13 : 9780549356400
Total Pages : 230 pages
Book Rating : 4.3/5 (564 download)
Download or read book Quantization and Transforms for Distributed Source Coding written by David Rebollo-Monedero and published by . This book was released on 2007 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental results for Wyner-Ziv quantization of Gaussian sources show consistency between the rate-distortion performance of the quantizers found by our extension of the Lloyd algorithm, and the performance predicted by the high-rate theory presented. Implementations of distributed transform codecs of clean Gaussian data and noisy images experimentally support the rate-distortion improvement due to the introduction of the discrete cosine transform, predicted in the theory developed.
Author : Guogang Hua
Publisher :
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.:/5 (276 download)
Download or read book Distributed Source Coding and Its Applications in Wireless Sensor Networks and Video Compression written by Guogang Hua and published by . This book was released on 2008 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
