Convex Optimization in Signal Processing and Communications 2024 pdf epub mobi 电子书

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发表于2024-12-02

Convex Optimization in Signal Processing and Communications 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Palomar, Daniel P.; Eldar, Yonina C.;

出品人:

页数:512

译者:

出版时间:2010-01-25

价格:USD 85.00

装帧:Hardcover

isbn号码:9780521762229

丛书系列:

图书标签: 通信 Mathematics 2010

Convex Optimization in Signal Processing and Communications 2024 pdf epub mobi 电子书图书描述

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.

Convex Optimization in Signal Processing and Communications 2024 pdf epub mobi 电子书

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