Advanced Topics in Communication Systems
| Vortragende/r (Mitwirkende/r) | |
|---|---|
| Nummer | 0000003226 |
| Art | Vorlesung mit integrierten Übungen |
| Umfang | 4 SWS |
| Semester | Sommersemester 2025 |
| Unterrichtssprache | English |
| Stellung in Studienplänen | Siehe TUMonline |
| Termine | Siehe TUMonline |
Teilnahmekriterien
Beschreibung
The focus of this course is on modern coding theory. In contrast to classical coding theory, which finds its roots in algebra, modern coding theory refers to a broad family of coding techniques unified by the use of sparse-graph constructions, iterative decoding algorithms, and probabilistic methods. For this reason, modern codes are also sometimes referred to as graph-based codes or probabilistic codes. Iterative message-passing methods have revolutionized coding, and more generally, communications and storage.
The course covers recent advances in modern coding theory: (capacity-achieving) spatially-coupled codes, turbo-like codes, product-like codes from a modern coding theory lens, coding for ultra high-throughput applications, neural decoders, and the application of coding to areas beyond communication and storage.
The course covers recent advances in modern coding theory: (capacity-achieving) spatially-coupled codes, turbo-like codes, product-like codes from a modern coding theory lens, coding for ultra high-throughput applications, neural decoders, and the application of coding to areas beyond communication and storage.
Inhaltliche Voraussetzungen
It is strongly recommended to have taken courses in information theory or channel coding. Knowledge of basic probability, linear algebra, and combinatorics (at the level of standard first-year undergraduate courses) will be expected.
Lehr- und Lernmethoden
2 slots of 90 minutes a week, of which 1 will be a lecture and 1 will be a tutorial.
It is planned to have the lecture on Tuesdays and the corresponding tutorials on Thursdays.
It is planned to have the lecture on Tuesdays and the corresponding tutorials on Thursdays.