An introduction to convex optimization for communications and signal processing

Convex optimization methods are widely used in the design and analysis of communication systems and signal processing algorithms. This tutorial surveys some of recent progress in this area. The tutorial contains two parts. The first part gives a survey of basic concepts and main techniques in convex...

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Veröffentlicht in:	IEEE journal on selected areas in communications Jg. 24; H. 8; S. 1426 - 1438
Hauptverfasser:	Luo, Zhi-Quan, Yu, Wei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.08.2006 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithm design and analysis Algorithms Communication systems Conics Convex optimization Design engineering Digital communication digital communications Digital signal processing duality Lagrangian functions Linear programming Optimization Optimization methods Programming Robustness second-order cone programming (SOCP) semidefinite programming (SDP) Signal processing Signal processing algorithms Surveys Symmetric matrices
ISSN:	0733-8716, 1558-0008
Online-Zugang:	Volltext
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