|
|
Informationstheorie (IT)- Lecturer
- Prof. Dr.-Ing. habil. Johannes Huber
- Details
- Vorlesung
3 cred.h, ECTS studies, ECTS credits: 5
nur Fachstudium, Sprache Deutsch
Time and place: Wed 12:15 - 13:45, H15; every 2. week Fri 8:15 - 9:45, H15
- Fields of study
- PF IuK-MA-ÜTMK-EEI 1-4
WPF IuK-MA-ES-EEI 1-4
WPF IuK-MA-KN-EEI 1-4
WPF IuK-MA-MMS-EEI 1-4
WPF IuK-MA-REA-EEI 1-4
WPF IuK-BA 5-6
WPF WING-BA-IKS-ING-MG1 4-6
WPF WING-MA 1-3
WF CE-BA-TW ab 5
PF EEI-BA-INT 5-6
PF EEI-MA-INT 1-4
WPF MT-MA-BDV 1-2
WPF IuK-BA-S 5-6
- Contents
- Grundlegende Definitionen: Information, Entropie, wechselseitige Information.
Quellencodierung zur Datenreduktion: Quellencodierungstheorem, verschiedene verlustfreie
Kompressionsverfahren für diskrete Quellen nach Huffman, Tunstall und Lempel-Ziv, Entropie und
Codierung für gedächtnisbehaftete Quellen, Markovketten.
Kanalcodierung zur zuverlässigen Übertragung über gestörte Kanäle: Kanalmodelle, Kanalkapazität,
Kanalcodierungstheorem, Abschätzungen der Fehlerwahrscheinlichkeit, cut-off-Rate,
Gallager-Fehlerexponent.
- Recommended literature
- Huber, J.: Skriptum zur Vorlesung;
Johannesson, R. :Informationstheorie - Grundlagen der (Tele-)Kommunikation, Addison-Wesley
Studentlitteratur, 1992, ISBN 3-89319-465-7;
Cover T., Thomas J.: Elements of Information Theory, John Wiley and Sons, New York, 1991;
- ECTS information:
- Title:
- Information Theory
- Credits: 5
- Contents
- Basic definitions: information, entropy, mutual information.
Coding for data compression: source coding theorem, lossless compressing codes: Huffman-, Tunstall-,
Lempel-Ziv-codes, entropy and coding for sources with memory, Markovian sources.
Channel coding for reliable communications over noisy channels: channel models, capacity, channel
coding theorem, bounding techniques for decoding, error probability, cut-off-rate, random coding error
exponent.
- Literature
- Huber, J.: Lecture manuscript;
Gallager, R. G.: Information Theory and Reliable Communication, John Wiley & Sons 1968;
Cover T., Thomas J.: Elements of Information Theory, John Wiley and Sons, New York, 1991;
- Additional information
- Expected participants: 78
- Assigned lectures
- UE: Übungen zur Informationstheorie
-
Lecturer: Christoph Rachinger, M. Sc.
Time and place: every 2. week Fri 8:15 - 9:45, H15
- Verwendung in folgenden UnivIS-Modulen
- Startsemester SS 2014:
- Informationstheorie (IT)
- Department: Chair of Information Transmission (Prof. Dr. Huber)
|
|
|