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Multiuser Information and Communications Theory (MICT)5 ECTS (englische Bezeichnung: Multiuser Information and Communications Theory)
Modulverantwortliche/r: Ralf Müller Lehrende:
Ralf Müller
Start semester: |
WS 2019/2020 | Duration: |
1 semester | Cycle: |
jährlich (WS) |
Präsenzzeit: |
60 Std. | Eigenstudium: |
90 Std. | Language: |
Englisch |
Lectures:
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Multiuser Information and Communications Theory
(Vorlesung, 3 SWS, Ralf Müller, Wed, 14:15 - 15:45, 01.021; every 2. week Thu, 10:15 - 11:45, 01.021)
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Tutorial for Multiuser Information and Communications Theory
(Übung, 1 SWS, Saba Asaad, every 2. week Thu, 10:15 - 11:45, 01.021; starting 24.10.2019)
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: Das Modul ist im Kontext der folgenden Studienfächer/Vertiefungsrichtungen verwendbar:
- Advanced Signal Processing & Communications Engineering (Master of Science)
(Po-Vers. 2016w | TechFak | Advanced Signal Processing & Communications Engineering (Master of Science) | Gesamtkonto | Wahlmodule | Technical Electives | Multiuser Information and Communications Theory)
- Communications and Multimedia Engineering (Master of Science)
(Po-Vers. 2011 | TechFak | Communications and Multimedia Engineering (Master of Science) | Gesamtkonto | Wahlpflichtmodule | Technische Wahlpflichtmodule | Multiuser Information and Communications Theory)
- Communications and Multimedia Engineering (Master of Science)
(Po-Vers. 2011 | TechFak | Communications and Multimedia Engineering (Master of Science) | Gesamtkonto | Wahlmodule | Technische Wahlmodule | Multiuser Information and Communications Theory)
- Elektrotechnik, Elektronik und Informationstechnik (Bachelor of Science)
(Po-Vers. 2009 | TechFak | Elektrotechnik, Elektronik und Informationstechnik (Bachelor of Science) | Studienrichtungen | Studienrichtung Informationstechnik | Vertiefungsmodule (Wahlpflichtmodule) Informationstechnik | Multiuser Information and Communications Theory)
- Elektrotechnik, Elektronik und Informationstechnik (Bachelor of Science)
(Po-Vers. 2017w | TechFak | Elektrotechnik, Elektronik und Informationstechnik (Bachelor of Science) | Gesamtkonto | Studienrichtung Informationstechnik | Vertiefungsmodule Informationstechnik | Multiuser Information and Communications Theory)
- Elektrotechnik, Elektronik und Informationstechnik (Bachelor of Science)
(Po-Vers. 2019w | TechFak | Elektrotechnik, Elektronik und Informationstechnik (Bachelor of Science) | Gesamtkonto | Studienrichtung Informationstechnik | Kern- und Vertiefungsmodule Informationstechnik | Vertiefungsmodule Informationstechnik | Multiuser Information and Communications Theory)
- Elektrotechnik, Elektronik und Informationstechnik (Master of Science)
(Po-Vers. 2015s | TechFak | Elektrotechnik, Elektronik und Informationstechnik (Master of Science) | Gesamtkonto | Studienrichtung Informationstechnik | Vertiefungsmodule Informationstechnik | Multiuser Information and Communications Theory)
- Information and Communication Technology (Master of Science)
(Po-Vers. 2019s | TechFak | Information and Communication Technology (Master of Science) | Wahlmodule | Wahlmodule aus dem Angebot von EEI und Informatik | Multiuser Information and Communications Theory)
- Information and Communication Technology (Master of Science)
(Po-Vers. 2019s | TechFak | Information and Communication Technology (Master of Science) | Wahlmodule | Wahlmodule aus dem Angebot der FAU)
- Informations- und Kommunikationstechnik (Master of Science)
(Po-Vers. 2016s | TechFak | Informations- und Kommunikationstechnik (Master of Science) | 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 2019/2020, 1. Wdh.: SS 2020
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