عنوان

Convex optimization in signal processing and communications /

(Number (ISBN

0511689004

(Number (ISBN

0511689756

(Number (ISBN

0511690495

(Number (ISBN

0511691238

(Number (ISBN

0511692358

(Number (ISBN

0511804458

(Number (ISBN

1107208122

(Number (ISBN

1282653261

(Number (ISBN

6612653264

(Number (ISBN

9780511689000

(Number (ISBN

9780511689758

(Number (ISBN

9780511690495

(Number (ISBN

9780511691232

(Number (ISBN

9780511692352

(Number (ISBN

9780511804458

(Number (ISBN

9781107208124

(Number (ISBN

9781282653269

(Number (ISBN

9786612653261

Erroneous ISBN

0521762227

Erroneous ISBN

9780521762229

Number

b766051

Title Proper

Convex optimization in signal processing and communications /

General Material Designation

[Book]

First Statement of Responsibility

edited by Daniel P. Palomar and Yonina C. Eldar.

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Cambridge University Press,

Date of Publication, Distribution, etc.

©2010.

Specific Material Designation and Extent of Item

1 online resource (xiv, 498 pages) :

Other Physical Details

illustrations

Text of Note

Includes bibliographical references and index.

Text of Note

1. Automatic code generation for real-time convex optimization / Jacob Mattingley and Stephen Boyd -- 2. Gradient-based algorithmswith applications to signal-recovery problems / Amir Beck and Marc Teboulle -- 3. Graphical models of autoregressive processes / Jitkomut Songsiri, Joachim Dahl and Lieven Vandenberghe -- 4. SDP relaxation of homogeneous quadratic optimization: approximation bounds and applications / Zhi-Quan Luo and Tsung-Hui Chang -- 5. Probabilistic analysis of semidefinite relaxation detectors for multiple-input, multiple-output systems / Anthony Man-Cho So and Yinyu Ye -- 6. Semidefinite programming, matrix decomposition, and radar code design / Yongwei Huang, Antonio De Maio and Shuzhong Zhang -- 7. Convex analysis for non-negative blind source separation with application in imaging / Wing-Kin Ma, Tsung-Han Chan, Chong-Yung Chi and Vue Wang -- 8. Optimization techniques in modern sampling theory / Tomer Michaeli and Yonina C. Eldar -- 9. Robust broadband adaptive beamforming using convex optimization / Michael Rubsamen, Amr El-Keyi, Alex B. Gershman and Thia Kirubarajan -- 10. Cooperative distributed multi-agentoptimization / Angelia Nedic and Asuman Ozdaglar -- 11. Competitive optimization of cognitive radio MIMO systems via game theory / Gesualso Scutari, Daniel P. Palomar and Sergio Barbarossa -- 12. Nash equilibria: the variational approach / Francisco Facchinei and Jong-Shi Pang.

0

Text of Note

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.

Source for Acquisition/Subscription Address

MIL

Stock Number

265326

Title

Convex optimization in signal processing and communications.

International Standard Book Number

9780521762229

Convex functions.

Mathematical optimization.

Signal processing.

COMPUTERS-- Information Theory.

Convex functions.

Mathematical optimization.

Signal processing.

TECHNOLOGY & ENGINEERING-- Signals & Signal Processing.

COM-- 031000

PBU, PBW,

TEC-- 067000

Number

Edition

Class number

Book number

Eldar, Yonina C.

Palomar, Daniel P.

Date of Transaction

20201206112832.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y