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Computational Engineering (Rechnergestütztes Ingenieurwesen) (Master of Science) >>

  Convex Optimization in Communications and Signal Processing (ConvOpt(A))

Lecturer
apl. Prof. Dr.-Ing. Wolfgang Gerstacker, Akad. Dir.

Details
Vorlesung
Präsenz
3 cred.h, ECTS studies, ECTS credits: 5, Sprache Englisch
Time and place: Mon, Wed 14:15 - 15:45, 01.021

Fields of study
WPF EEI-MA-INT ab 1
WPF EEI-BA-INT 5-6
WF CME-MA ab 1
WPF MT-MA-BDV ab 1
WPF CE-MA ab 1
WPF BPT-MA-E 1-3
WPF ASC-MA 1-4

Prerequisites / Organisational information
Signals and Systems, Communications

Contents
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. (automatisch geplant, erwartete Hörerzahl original: 15, fixe Veranstaltung: nein)

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

ECTS information:
Credits: 5

Additional information
Expected participants: 15, Maximale Teilnehmerzahl: 20

Assigned lectures
UE ([online]):Tutorial for Convex Optimization in Communications and Signal Processing
Lecturer: Adela Vagollari, M. Sc.
Zeit:
www: https://www.studon.fau.de/crs4039641.html

Verwendung in folgenden UnivIS-Modulen
Startsemester WS 2022/2023:
Convex Optimization in Communications and Signal Processing (ConvOpt)

Department: Institute for Digital Communications (IDC) (Prof. Dr. Schober)
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