000			01788nam a2200217Ia 4500
005			20250408174942.0
008			230421s2012||||xx |||||||||||||| ||eng||
020			_a9781107005587
041			_aEnglish
082			_a621.3822 E53
100			_aEldar, Yonina C. _eEditor _92313
100			_aKutyniok, Gitta _eCo-Editor _9616
245		0	_aCompressed sensing: theory and applications
260			_aUnited Kingdom: _bCambridge University Press, _c2012.
300			_axii, 544p.; 21cms.
500			_aCompressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing.
650			_aApplied physics _xSignal processing _92341
650			_xWavelets (Mathematics) _92342
650			_xCompressed sensing (Telecommunication) _92322
942			_cBK
999			_c806 _d806