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portada Convex Optimization in Signal Processing and Communications
Convex Optimization in Signal Processing and CommunicationsConvex Optimization in Signal Processing and CommunicationsConvex Optimization in Signal Processing and Communications
Type
Physical Book
Publisher
Author
Language
English
Pages
512
Format
Hardcover
Dimensions
25.7x18x2 cm
Weight
0.93 kg.
ISBN
0521762227
ISBN13
9780521762229
Categories

Convex Optimization in Signal Processing and Communications

Palomar, Daniel P. ; Eldar, Yonina C. (Author) · Cambridge University Press · Hardcover

Convex Optimization in Signal Processing and Communications - Palomar, Daniel P. ; Eldar, Yonina C.

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Delivery: 25 Sep - 02 Oct Shipping: 14 to 18 business days.
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Synopsis "Convex Optimization in Signal Processing and Communications"

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.

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