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Compressive Sensing for Wireless Networks

Af: Husheng Li, Wotao Yin, Zhu Han Engelsk Hardback

Compressive Sensing for Wireless Networks

Af: Husheng Li, Wotao Yin, Zhu Han Engelsk Hardback
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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.
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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.
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Produktdetaljer
Sprog: Engelsk
Sider: 304
ISBN-13: 9781107018839
Indbinding: Hardback
Udgave:
ISBN-10: 1107018838
Kategori: Trådløs teknologi (WAP)
Udg. Dato: 6 jun 2013
Længde: 20mm
Bredde: 174mm
Højde: 253mm
Forlag: Cambridge University Press
Oplagsdato: 6 jun 2013
Forfatter(e): Husheng Li, Wotao Yin, Zhu Han
Forfatter(e) Husheng Li, Wotao Yin, Zhu Han

Kategori Trådløs teknologi (WAP)

ISBN-13 9781107018839

Sprog Engelsk

Indbinding Hardback

Sider 304

Udgave

Længde 20mm

Bredde 174mm

Højde 253mm

Udg. Dato 6 jun 2013

Oplagsdato 6 jun 2013

Forlag Cambridge University Press

Kategori sammenhænge