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ČESKÉ VYSOKÉ UČENÍ TECHNICKÉ V PRAZE
STUDIJNÍ PLÁNY
2019/2020

Coding in digital communications

Předmět není vypsán Nerozvrhuje se
Kód Zakončení Kredity Rozsah Jazyk výuky
AE2M37KDK Z,ZK 5 3+1c anglicky
Přednášející:
Cvičící:
Předmět zajišťuje:
katedra radioelektroniky
Anotace:

The course extends and deepens the topics of the basic DKM course in the following main areas. 1) The information theory builds a fundamental framework for thorough understanding the principles of the channel coding, adaptation, sharing, and diversity/multiplexing of the MIMO systems. 2) We develop advanced coding techique, particularly turbo-codes, LDPC codes and space-time codes for MIMO. 3) We explain essential principles of iterative decoding methods for turbo and LDPC codes.

Výsledek studentské ankety předmětu je zde: http://www.fel.cvut.cz/anketa/aktualni/courses/AE2M37KDK

Požadavky:

see moodle.feld.cvut.cz

Osnova přednášek:

1. Information theory, basic definitions, entropy, mutual information.

2. Channel capacity (ergodic, nonergodic, discrete, AWGN, MIMO), coding theorems.

3. Multiuser systems, MAC and BC channel, capacity region. Channel sharing CDMA, FDMA, TDMA, SDMA. Coding and decoding strategies for MAC and BC channels (DPC codes, MU decoding).

4. Adaptive modulation and coding. Adaptation algorithms, capacity.

5. Space-Time MIMO systems. Diversity, multiplexing gain, capacity. Sufficient statistic, MRC.

6. Codes on the GF(m). Polynomial representation. Properties, structures.

7. Coding/decoding algorithms for linear and cyclic codes (Hamming, BCH, RS, ...). Decoding error rate.

8. Convolutional codes (recursive, nonrecursive). Properties, structures. Polynomial representation. Transfer function.

9. Coding/decoding algorithms for convolutional codes. Decoding error rate.

10. Constellation space codes. Trellis codes TCM. Differential codes.

11. Turbo-codes, LDPC codes. Codes on graphs.

12. Iterative decoding algorithms. FBA algorithm and Soft-In Soft-Out blocks.

13. SPA algorithm on the Factor Graph.

14. Space-Time codes for MIMO (block, trellis, layered).

Osnova cvičení:

1. Capacity and capacity region evaluation for example channels.

2. Implementation of the adaptive modulation and coding (water-filling).

3. Implementation of the diversity reception with MRC.

4. Transfer function of the FSM code. Free distance spectrum.

5. Implementation of the turbo and LDPC code.

6. Iterative decoder (FBA, SPA/FG).

7. Evaluation of the projects.

Cíle studia:

Broadening students knowledge on digital communication.

Studijní materiály:

1. J. G. Proakis: Digital Communications. McGraw-Hill. 2001

2. D. Tse, P. Viswanath: Fundamentals of Wireless Communications, Cambridge University Press, 2005

3. E. Biglieri: Coding for Wireless Channels, Springer, 2005

4. B. Vucetic, J. Yuan: Space-Time Coding, John Wiley & Sons, 2003

5. Goldsmith: Wireless communications, Cambridge University Press, 2005

6. B. Vucetic, J. Yuan: Turbo codes - principles and applications, Kluwer academic publishers, 2000

7. Oppermann I., Hamalainen M., Iinatti J.: UWB theory and applications, John Wiley & Sons, 2004

8. Meyr, H., Moeneclaey, M., Fechtel, S. A.: Digital Communication Receivers-Synchronization, Channel Estimation and Signal Processing. John Wiley. 1998

9. Mengali, U., D'Andrea, A. N.: Synchronization Techniques for Digital Receivers. Plenum Press. 1997

10. R. E. Blahut: Algebraic codes for data transmission, Cambridge University Press, 2006

11. T. M. Cover, J. A. Thomas: Elements of Information Theory, John Wiley & Sons, 1991

12. S. M. Kay: Fundamentals of statistical signal processing-estimation theory, Prentice-Hall 1993

13. S. M. Kay: Fundamentals of statistical signal processing-detection theory, Prentice-Hall 1998

Poznámka:

Rozsah výuky v kombinované formě studia: 21+3c

Další informace:
https://moodle.fel.cvut.cz/courses/AE2M37KDK
Pro tento předmět se rozvrh nepřipravuje
Předmět je součástí následujících studijních plánů:
Platnost dat k 12. 7. 2020
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