Convex Optimization in Signal Processing and Communications,PALOMAR,Cambridge University Press,9780521762229,
- Brand:Cambridge University Press
- Product Code: KVCUP22288
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Rs.7,127.11
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Over 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.
Book | |
ISBN | 9780521762229 |
PUBLISHER | Cambridge University Press |
Binding | HARDBACK |
Edition | 2009 |
Language | English |
Tags: Convex Optimization in Signal Processing and Communications, PALOMAR, Cambridge University Press, 9780521762229,