000			02374nam a22003618i 4500
001			CR9780511804458
003			UkCbUP
005			20200124160315.0
006			m|||||o||d||||||||
007			cr||||||||||||
008			101021s2010||||enk o ||1 0|eng|d
020			_a9780511804458 (ebook)
020			_z9780521762229 (hardback)
040			_aUkCbUP _beng _erda _cUkCbUP
050	0	0	_aTK5102.9 _b.C587 2010
082	0	4	_a621.3822015196 _222
245	0	0	_aConvex optimization in signal processing and communications / _cedited by Daniel P. Palomar and Yonina C. Eldar.
246	3		_aConvex Optimization in Signal Processing & Communications
264		1	_aCambridge : _bCambridge University Press, _c2010.
300			_a1 online resource (xiv, 498 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			_aOver the past two decades there have been significant advances in the field of optimization. In particular, convex optimization has emerged as a powerful signal processing tool, and the variety of applications continues to grow rapidly. This book, written by a team of leading experts, sets out the theoretical underpinnings of the subject and provides tutorials on a wide range of convex optimization applications. Emphasis throughout is on cutting-edge research and on formulating problems in convex form, making this an ideal textbook for advanced graduate courses and a useful self-study guide. Topics covered range from automatic code generation, graphical models, and gradient-based algorithms for signal recovery, to semidefinite programming (SDP) relaxation and radar waveform design via SDP. It also includes blind source separation for image processing, robust broadband beamforming, distributed multi-agent optimization for networked systems, cognitive radio systems via game theory, and the variational inequality approach for Nash equilibrium solutions.
650		0	_aSignal processing.
650		0	_aMathematical optimization.
650		0	_aConvex functions.
700	1		_aPalomar, Daniel P., _eeditor.
700	1		_aEldar, Yonina C., _eeditor.
776	0	8	_iPrint version: _z9780521762229
856	4	0	_uhttps://doi.org/10.1017/CBO9780511804458
999			_c521350 _d521348