Convex optimization in signal processing and communications /

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Bibliographic Details
Imprint:Cambridge, UK ; New York : Cambridge University Press, 2010.
Description:xiv, 498 p. : ill. ; 26 cm.
Language:English
Subject:
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/7980805
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Other authors / contributors:Palomar, Daniel P.
Eldar, Yonina C.
ISBN:9780521762229 (hbk.)
0521762227 (hbk.)
Notes:Includes bibliographical references and index.
Table of Contents:
  • 1. Automatic code generation for real-time convex optimization
  • 2. Gradient-based algorithms with applications to signal recovery problems
  • 3. Graphical models of autoregressive processes
  • 4. SDP relaxation of homogeneous quadratic optimization
  • 5. Probabilistic analysis of SDR detectors for MIMO systems
  • 6. Semidefinite programming, matrix decomposition, and radar code design
  • 7. Convex analysis for non-negative blind source separation with application in imaging
  • 8. Optimization techniques in modern sampling theory
  • 9. Robust broadband adaptive beamforming using convex optimization
  • 10. Cooperative distributed multi-agent optimization
  • 11. Competitive optimization of cognitive radio MIMO systems via game theory
  • 12. Nash equilibria: the variational approach