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Compressive sensing for wireless net...

Han, Zhu, (1974-)

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Compressive sensing for wireless networks

Record Type:	Electronic resources : Monograph/item
Title/Author:	Compressive sensing for wireless networks/ by Zhu Han, Husheng Li, Wotao Yin.
Author:	Han, Zhu,
other author:	Li, Husheng,
Published:	Cambridge :Cambridge University Press, : 2013.,
Description:	xiv, 293 p. :ill., digital ;26 cm.
Subject:	Coding theory. -
Online resource:	https://doi.org/10.1017/CBO9781139088497
ISBN:	9781139088497

Compressive sensing for wireless networks
Han, Zhu,1974-

Compressive sensing for wireless networks[electronic resource] /by Zhu Han, Husheng Li, Wotao Yin. - Cambridge :Cambridge University Press,2013. - xiv, 293 p. :ill., digital ;26 cm.

Compressive sensing is a new signal processing paradigm that aims to encode sparse signals by using far lower sampling rates than those in the traditional Nyquist approach. It helps acquire, store, fuse and process large data sets efficiently and accurately. This method, which links data acquisition, compression, dimensionality reduction and optimization, has attracted significant attention from researchers and engineers in various areas. This comprehensive reference develops a unified view on how to incorporate efficiently the idea of compressive sensing over assorted wireless network scenarios, interweaving concepts from signal processing, optimization, information theory, communications and networking to address the issues in question from an engineering perspective. It enables students, researchers and communications engineers to develop a working knowledge of compressive sensing, including background on the basics of compressive sensing theory, an understanding of its benefits and limitations, and the skills needed to take advantage of compressive sensing in wireless networks.

ISBN: 9781139088497Subjects--Topical Terms:

532585
Coding theory.

LC Class. No.: TK5102.92 / .H355 2013

Dewey Class. No.: 621.3981

Compressive sensing for wireless networks
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245 1 0 $a Compressive sensing for wireless networks $h [electronic resource] / $c by Zhu Han, Husheng Li, Wotao Yin.
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300 $a xiv, 293 p. : $b ill., digital ; $c 26 cm.
520 $a Compressive sensing is a new signal processing paradigm that aims to encode sparse signals by using far lower sampling rates than those in the traditional Nyquist approach. It helps acquire, store, fuse and process large data sets efficiently and accurately. This method, which links data acquisition, compression, dimensionality reduction and optimization, has attracted significant attention from researchers and engineers in various areas. This comprehensive reference develops a unified view on how to incorporate efficiently the idea of compressive sensing over assorted wireless network scenarios, interweaving concepts from signal processing, optimization, information theory, communications and networking to address the issues in question from an engineering perspective. It enables students, researchers and communications engineers to develop a working knowledge of compressive sensing, including background on the basics of compressive sensing theory, an understanding of its benefits and limitations, and the skills needed to take advantage of compressive sensing in wireless networks.
650 0 $a Coding theory. $3 532585
650 0 $a Data compression (Telecommunication) $3 532551
650 0 $a Signal processing $x Digital techniques. $3 624853
650 0 $a Sampling (Statistics) $3 545623
650 0 $a Compressed sensing (Telecommunication) $3 3214582
700 1 $a Li, Husheng, $d 1975- $3 3214581
700 1 $a Yin, Wotao. $3 3210088
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