# Popis předmětu - BE2M37KDK

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BE2M37KDK Coding in digital communications
Role:PO, V Rozsah výuky:3P+1C
Katedra:13137 Jazyk výuky:EN
Garanti:Sýkora J. Zakončení:Z,ZK
Přednášející:Sýkora J. Kreditů:5
Cvičící:Sýkora J. Semestr:L

Anotace:

This course extends and deepens the topics of the basic communication theory courses in the following main areas. 1) Advanced information theory in coding and Network Information Theory develop a framework for understanding the principles of the channel coding in single-user and multi-node/multi-user scenarios. 2) The algebraic coding presents classical topics of block and convolutional codes. 3) Advanced coding technique focuses on turbo, LDPC, Space-Time codes and Wireless Network Coding. 4) Advanced decoding technique, namely iterative and multi-user decoding is a fundamental tool for decoding capacity approaching channel codes.

Osnovy přednášek:

 1 Advanced Information Theory in coding (coding theorem, feed-back, erasure, BSC, Outage Capacity) 2 Network Information Theory (1/2) (Rate Regions, Advanced MU Sharing) 3 Network Information Theory (2/2) (Rate Regions, Advanced MU Sharing) 4 Algebraic coding (GF(M^m)) 5 Block Codes (cyclic codes) 6 Convolutional Codes (nonrecursive/recursive, polynomial formalism, General Transfer Function) 7 Advanced Coding - Turbo-Codes 8 Advanced Coding - LDPC 9 Iterative Decoding (Soft-In Soft-Out block, Forward-Backward algorithm) 10 Iterative Processing on Factor Graph (FG Sum-Product algorithm) 11 Space-Time Codes - design and performance criteria 12 Space-Time Codes (Block STC, Trellis STC, Layered STC) 13 Multi-User decoding 14 Elements of Wireless Network Coding (WNC, NC)

Osnovy cvičení:

 1 Information theory and coding theorem in single user system 2 Information theory and coding theorem in multi user system 3 Adaptive systems 4 Space-time MIMO systems 5 Advanced algorithms for block and convolutional coding 6 Turbo and LDPC coding and iterative decoding 7 Space-time coding

Literatura:

 1 T. M. Cover, J. A. Thomas: Elements of Information Theory, John Wiley &Sons, ed.2, 2006 2 J. G. Proakis: Digital Communications. McGraw-Hill. 2001 3 Goldsmith: Wireless communications, Cambridge University Press, 2005