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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 2022/2023 | Duration: |
1 semester | Cycle: |
jährlich (WS) |
Präsenzzeit: |
60 Std. | Eigenstudium: |
90 Std. | Language: |
Englisch |
Lectures:
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.
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
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