Multiuser Information and Communications Theory (MICT)5 ECTS
(englische Bezeichnung: Multiuser Information and Communications Theory)
(Prüfungsordnungsmodul: Wahlmodule aus dem Angebot der FAU)

Lehrveranstaltungen:

• • Multiuser Information and Communications Theory
    (Vorlesung, 3 SWS, Ralf Müller, Di, 16:15 - 17:45, 01.021; Do, 12:15 - 13:45, 01.021)
  • Tutorial for Multiuser Information and Communications Theory
    (Übung, 1 SWS, Zeit und Raum n.V.)

Empfohlene Voraussetzungen:

Recommended: A basic course on information theory (can be taken in parallel)

Inhalt:

Linear vs. nonlinear multiple-access, CDMA as a canoncal framework for any multiple-access schemes, optimum multiuser detection, linear multiuser detection, interference cancellation, rate region, multiuser source coding, time sharing, multiuser channel codes, multiple-access channel (MAC), capacity region, mutual information versus minimum-mean squared error, Gaussian MAC, power region, Gaussian vector MAC, source coding with side information, degraded broadcast channel, Gaussian broadcast-MAC duality, Gaussian vector broadcast channel, dirty-paper coding, physically degraded relay channel, scalar Gaussian relay channel, Gaussian interference channel, cut-set bound, network coding, fading channels, multiuser water filling, block fading, diversity, user diversity, capacity versus outage, near-far gain, dual antenna arrays

Lernziele und Kompetenzen:

The students model any multiple access method as a special case of code-division multiple access.
The students apply various algorithms for multiuser detection.
The students explain various types of multiuser channels and their limits to transport information.
The students explain the limits of distributed source coding algorithms.
The students apply the cut-set bound.
The students explain the method of dirty-paper coding.
The students collaborate on solving exercise problems.

Literatur:

• El Gamal, A., Kim, Y.: Network Information Theory, Cambridge University Press, 2011

• Cover, T., Thomas, J.: Elements of Information Theory, 2nd ed., Wiley, Hoboken, 2006

• Verdú, S.: Multiuser Detection, Cambridge Univ. Press, Cambridge, 1998

• Tse, D., Viswanath, P.: Fundamentals of Wireless Communications, Cambridge University Press, 2005.

Verwendbarkeit des Moduls / Einpassung in den Musterstudienplan:

1. Informations- und Kommunikationstechnik (Master of Science)
   (Po-Vers. 2016s | TechFak | Informations- und Kommunikationstechnik (Master of Science) | Gesamtkonto | Wahlbereiche, Praktika, Seminar, Masterarbeit | Wahlmodule aus dem Angebot der FAU)

Studien-/Prüfungsleistungen:

Multiuser Information and Communications Theory (Prüfungsnummer: 687141)

(englischer Titel: Multiuser Information and Communications Theory)

Prüfungsleistung, mündliche Prüfung, Dauer (in Minuten): 30, benotet, 5 ECTS

Anteil an der Berechnung der Modulnote: 100.0 %

Prüfungssprache: Englisch

Erstablegung: WS 2022/2023, 1. Wdh.: SS 2023

1. Prüfer:

Ralf Müller