Distributed Source Coding: Theory, Algorithms and Applications (Hardcover)
暫譯: 分散源編碼:理論、演算法與應用(精裝版)
Pier Luigi Dragotti, Michael Gastpar
- 出版商: Academic Press
- 出版日期: 2009-01-30
- 售價: $1,200
- 貴賓價: 9.8 折 $1,176
- 語言: 英文
- 頁數: 360
- 裝訂: Hardcover
- ISBN: 0123744857
- ISBN-13: 9780123744852
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相關分類:
Algorithms-data-structures
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商品描述
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
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
商品描述(中文翻譯)
無線感測器技術和臨時網路的出現使得分散式源編碼(DSC)成為一個主要的研究領域。本書由該領域的領先專家編輯和撰寫,呈現最新的理論、演算法和應用,成為系統設計者、實施者、研究人員和研究生的權威參考書籍。
本書清楚地理解針對特定類別來源的分散式源編碼的性能極限,並介紹了針對現實場景的實用演算法的設計和應用。所涵蓋的內容包括將標準通道編碼(如LDPC和Turbo編碼)應用於DSC,以及討論壓縮感測技術在稀疏信號的分散式壓縮中的適用性。書中提供了廣泛的應用案例,包括分散式視頻編碼、麥克風陣列和生物識別數據的安全性。
本書是一本極好的資源,涵蓋了分散式源編碼的廣度和深度,適合從理論家到實務工作者的所有人。 - Richard Baraniuk, 里斯大學
* 清晰解釋分散式源編碼(DSC)的原理,這項技術在感測器網路、臨時網路和分散式無線視頻監控系統中有應用
* 由該領域的領先專家編輯和撰寫,提供完整且權威的參考
* 包含所有最新的理論、DSC設計的實用演算法以及最近開發的應用