Subject description - BE2M37KDKA
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Explanatory Notes
Instructions
Anotation:
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.
Course outlines:
| 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) |
Exercises outline:
| 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 |
Literature:
| 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 |
Requirements:
Keywords:
information theory in coding, multiuser networks, advanced coding and decoding, space-time coding and MIMO systems
Subject is included into these academic programs:
| Page updated 23.1.2025 09:55:13, semester: Z/2025-6, Z,L/2024-5, Send comments about the content to the Administrators of the Academic Programs |
Proposal and Realization: I. Halaška (K336), J. Novák (K336) |