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|a PBU, PBW,
|2 bicssc
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| 245 |
0 |
0 |
|a Convex optimization in signal processing and communications /
|c edited by Daniel P. Palomar and Yonina C. Eldar.
|
| 260 |
|
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|a Cambridge ;
|a New York :
|b Cambridge University Press,
|c ©2010.
|
| 300 |
|
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|a 1 online resource (xiv, 498 pages) :
|b illustrations
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| 336 |
|
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 504 |
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|a Includes bibliographical references and index.
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| 505 |
0 |
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|a 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.
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| 588 |
0 |
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|a Print version record.
|
| 520 |
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|a 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.
|
| 546 |
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|a English.
|
| 650 |
|
0 |
|a Signal processing.
|0 http://id.loc.gov/authorities/subjects/sh85122397
|
| 650 |
|
0 |
|a Mathematical optimization.
|0 http://id.loc.gov/authorities/subjects/sh85082127
|
| 650 |
|
0 |
|a Convex functions.
|0 http://id.loc.gov/authorities/subjects/sh85031728
|
| 650 |
|
7 |
|a COMPUTERS
|x Information Theory.
|2 bisacsh
|
| 650 |
|
7 |
|a TECHNOLOGY & ENGINEERING
|x Signals & Signal Processing.
|2 bisacsh
|
| 650 |
|
7 |
|a Convex functions.
|2 fast
|0 (OCoLC)fst00877260
|
| 650 |
|
7 |
|a Mathematical optimization.
|2 fast
|0 (OCoLC)fst01012099
|
| 650 |
|
7 |
|a Signal processing.
|2 fast
|0 (OCoLC)fst01118281
|
| 655 |
|
0 |
|a Electronic book.
|
| 655 |
|
4 |
|a Electronic books.
|
| 700 |
1 |
|
|a Palomar, Daniel P.
|0 http://id.loc.gov/authorities/names/no2007146184
|
| 700 |
1 |
|
|a Eldar, Yonina C.
|0 http://id.loc.gov/authorities/names/no2010062198
|
| 776 |
0 |
8 |
|i Print version:
|t Convex optimization in signal processing and communications.
|d Cambridge, UK ; New York : Cambridge University Press, 2010
|z 9780521762229
|w (OCoLC)422765059
|
| 903 |
|
|
|a HeVa
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|a oclccm
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| 928 |
|
|
|t Library of Congress classification
|a QA402.5 .C66 2010eb
|l Online
|c UC-FullText
|u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=325190
|z eBooks on EBSCOhost
|g ebooks
|i 12289546
|
