EQ2850 Kodning för trådlös kommunikation, forskarförberedande 7,5 hp

Coding for Wireless Communications, Accelerated Program

This course provides an introduction to principles and practice of error-control coding for wireless transmission. The focus is on coding schemes based on trellis representations and factor graphs. The main purpose of the course is to complement the basic courses in the area with the goal to complete the understanding of wireless transmission based on information-theoretic principles.

  • Utbildningsnivå

    Avancerad nivå
  • Huvudområde

    Elektroteknik
  • Betygsskala

    A, B, C, D, E, FX, F

Kurstillfällen/kursomgångar

HT19 för programstuderande

Lärandemål

  • In order to pass the course, the student should be able to:
  • Describe the construction, features and operation of modern coding schemes such as low-density parity-check codes and Turbo codes, and decoding algorithms such as the sum-product algorithm, the min-sum algorithm, and the forward-backward algorithm.
  • Formulate and use a factor graph representation for describing decoding problems and design of codes on graphs.
  • Apply analytical tools, such as density evolution and extrinsic information transfer charts, for performance evaluation and design of modern coding schemes. 

To qualify for a higher grade the student should meet the intended learning outcomes required to pass the course, and furthermore be able to:

  • Design and compare different modern coding strategies applied to particular communications scenarios, using appropriate analytical tools for performance analysis, and select a justified best choice of coding scheme.
  • Explain important theoretical concepts as well as the impact of code properties on the features of the analytical analysis tools mentioned above.

Kursens huvudsakliga innehåll

The course is focused on modern error control coding strategies for wireless communications, with material building on fundamental principles from information theory, communication theory, detection and estimation, and signal processing. A brief outline of the course contents is as follows. 

  • Factor graphs
  • Low-density parity-check (LDPC) codes for binary erasure channels
  • LDPC codes for binary memoryless symmetric channels
  • Density evolution and extrinsic information transfer (EXIT) charts for LDPC codes
  • Convolutional codes and trellis coded modulation
  • Turbo codes and generally concatenated codes with iterative decoding
  • Bit-interleaved coded modulation and Turbo trellis-coded modulation
  • Code design for fading channels
  • Rate-compatible coding schemes and rateless coding  

Behörighet

This course is a continuation to the undergraduate courses

  • EQ2310 Digital Communications
  • EQ2410 Advanced Digital Communications

Among these, EQ2310 is a required prerequisite. Having completed EQ2410 is helpful and therefore recommended, but not a formal requirement. In addition, the following courses are helpful, but not necessary, prerequisites

  • EQ2830 Detection and Modulation Theory
  • EQ2840 Information Theory and Channel Coding

Rekommenderade förkunskaper

EQ2310 Digital Communications

EQ2410 Advanced Digital Communications

Litteratur

Tom Richardson and Rüdiger Urbanke, “Modern Coding Theory,” Cambridge University Press 2008.

Examination

  • TEN1 - Tentamen, 7,5, betygsskala: A, B, C, D, E, FX, F

Krav för slutbetyg

Final grade is based on the accumulated score of 8 homework assignments (7.5 credits)

Ges av

EECS/Kommunikation

Kontaktperson

Lars Rasmussen, Ming Xiao

Examinator

Ming Xiao <mingx@kth.se>

Övrig information

 Given every odd year in  period 2.

Versionsinformation

Kursplan gäller från och med VT2019.
Examinationsinformation gäller från och med VT2019.