Convex Optimization in Communications and Signal Processing (ConvOpt)5 ECTS

Lectures:

• • Convex Optimization in Communications and Signal Processing
    (Vorlesung, 2 SWS, Wolfgang Gerstacker, Wed, 10:15 - 11:45, E 1.10; starting 19.10.2012)
  • Tutorial for Convex Optimization in Communications and Signal Processing
    (Übung, 2 SWS, Wolfgang Gerstacker et al., Tue, 8:30 - 10:00, E 1.10)

Inhalt:

Convex optimization problems are a special class of mathematical problems which arise in a variety of practical applications. In this course we focus on the theory of convex optimization, corresponding algorithms, and applications in communications and signal processing (e.g. statistical estimation, allocation of resources in communications networks, and filter design). Special attention is paid to recognizing and formulating convex optimization problems and their efficient solution. The course is based on the textbook "Convex Optimization" by Boyd and Vandenberghe and includes a tutorial in which many examples and exercises are discussed.

Literatur:

Boyd, Steven ; Vandenberghe, Lieven: Convex Optimization. Cambridge, UK : Cambridge University Press, 2004

Organisatorisches:

Signals and Systems, Communications

Verwendbarkeit des Moduls / Einpassung in den Musterstudienplan:
Das Modul ist im Kontext der folgenden Studienfächer/Vertiefungsrichtungen verwendbar:

1. Communications and Multimedia Engineering (Master of Science)
   (Po-Vers. 2011 | Masterprüfung | Technical Electives)

Studien-/Prüfungsleistungen:

Convex Optimization in Communications and Signal Processing_ (Prüfungsnummer: 429662)

mündliche Prüfung, Dauer (in Minuten): 30, benotet

Erstablegung: WS 2012/2013, 1. Wdh.: SS 2013

1. Prüfer:

Wolfgang Gerstacker