000 02598nam a22003978i 4500
001 CR9781139088497
003 UkCbUP
005 20221102214120.0
006 m|||||o||d||||||||
007 cr||||||||||||
008 110519s2013||||enk o ||1 0|eng|d
020 _a9781139088497 (ebook)
020 _z9781107018839 (hardback)
040 _aUkCbUP
_beng
_erda
_cUkCbUP
050 0 0 _aTK5102.92
_b.H355 2013
082 0 0 _a621.39/81
_223
100 1 _aHan, Zhu,
_d1974-
_eauthor.
_966922
245 1 0 _aCompressive sensing for wireless networks /
_cZhu Han, University of Houston, USA, Husheng Li, University of Tennessee, USA, Wotao Yin, Rice University, USA.
264 1 _aCambridge :
_bCambridge University Press,
_c2013.
300 _a1 online resource (xiv, 293 pages) :
_bdigital, PDF file(s).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
500 _aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
520 _aCompressive 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 _aCoding theory.
_94154
650 0 _aData compression (Telecommunication)
_94527
650 0 _aSignal processing
_xDigital techniques.
_93369
650 0 _aSampling (Statistics)
_94528
650 0 _aCompressed sensing (Telecommunication)
_94529
700 1 _aLi, Husheng,
_d1975-
_eauthor.
_966923
700 1 _aYin, Wotao,
_eauthor.
_966924
776 0 8 _iPrint version:
_z9781107018839
856 4 0 _uhttps://doi.org/10.1017/CBO9781139088497
942 _cETB
999 _c81801
_d81801