Convex Optimization in Signal Processing and Communications

Name: Convex Optimization in Signal Processing and Communications
Brand: Cambridge University Press
SKU: 9780521762229
Price: 139.28 EUR
Availability: InStock

Autor: Daniel P Palomar

Jazyk:

Väzba: Pevná

Vydavateľ: Cambridge University Press

Dostupnosť: U vydavateľa na objednávku

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139.28 €

Over the past two decades there have been significant advances in the field of optimization. In part...

Informácie o knihe

Autor

Daniel P Palomar

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2009

Stránok

512

EAN

9780521762229

ISBN

0521762227

Enbook ID

04378821

Vydavateľ

Cambridge University Press

Hmotnosť

1148

Rozmery

182 x 259 x 29

Kompletný popis

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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Convex Optimization in Signal Processing and Communications

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