Coded Modulation
| Lecturer (assistant) | |
|---|---|
| Number | 0000002415 |
| Type | |
| Duration | 4 SWS |
| Term | Sommersemester 2021 |
| Language of instruction | English |
| Position within curricula | See TUMonline |
| Dates | See TUMonline |
Admission information
Objectives
At the end of this course, the student knows how to analyze and design digital communication systems for reliable data transmission at high data rates and understands the key principles that are used in current and future standards.
Description
This course is all about how to use channel coding for reliable data transmission at high rates over discrete-time continuous-valued channels. Covered topics:
* The AWGN Channel
Capacity, achievable rates.
* Digital Modulation
Pulse Amplitude Modulation (PAM), Amplitude Shift Keying (ASK), Quadrature Amplitude Modulation (QAM), Amplitude Phase Shift Keying (APSK).
* Probabilistic Shaping
Capacity-achieving distributions, optimization over input distributions, distribution matching.
* Coding
Bit-metric decoding, Gray labeling, bit-interleaved coded modulation (BICM).
* Receiver quantization
* Channel measurements
Capacity estimation, coded modulation system design.
Prerequisites
Recommendations:
- Basics of digital communications
- Basics of channel coding
It is recommended to take one the following modules additionally:
- Information Theory, Channel Coding, Channel Codes for Iterative Decoding