How much training is needed for iterative multiuser detection and decoding?

GLOBECOM - IEEE Global Telecommunications Conference

Volumn , Issue , 2009, Pages

  Vehkapera, Mikko ^a   Takeuchi, Keigo ^b   Mu, Ralf R ^a   Tanaka, Toshiyuki ^c  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^b UNIVERSITY OF ELECTRO COMMUNICATIONS   (Japan)

^c KYOTO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BLOCK FADING; CHANNEL CODE; CHANNEL ESTIMATE; CHANNEL KNOWLEDGE; DATA ESTIMATION; DIRECT SEQUENCE CODE DIVISION MULTIPLE ACCESS; ITERATIVE CHANNEL; ITERATIVE MULTI-USER DETECTION; LARGE SYSTEM; LINEAR ESTIMATORS; NOVEL METHODS; NUMERICAL RESULTS; OVERLOADED SYSTEMS; SINGLE-USER DECODERS; TRAINING OVERHEAD; TRAINING SYMBOLS; TRANSMITTED SIGNAL;

CHANNEL CODING; MULTIUSER DETECTION; NUMERICAL ANALYSIS; SIGNAL PROCESSING; SIGNALING;

ITERATIVE DECODING;

EID: 77951529864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2009.5425652     Document Type: Conference Paper

References (22)

1. S. Shamai and S. Verdú, "The impact of frequency-flat fading on the spectral efficiency of CDMA," IEEE Trans. Inform. Theory, vol. 47, no. 4, pp. 1302-1327, May 2001.
2. R. R. Müller and W. H. Gerstacker, "On the capacity loss due to separation of detection and decoding," IEEE Trans. Inform. Theory, vol. 50, no. 8, pp. 1769-1778, Aug. 2004.
3. D. Guo and S. Verdú, "Randomly spread CDMA: Asymptotics via statistical physics," IEEE Trans. Inform. Theory, vol. 51, no. 6, pp. 1983-2010, Jun. 2005.
4. T. Tanaka, "Replica analysis of performance loss due to separation of detection and decoding in CDMA channels," in Proc. IEEE Int. Symp. Inform. Theory, Seattle, USA, Jul. 9-14 2006, pp. 2368-2372.
5. A. Worthen and W. Stark, "Unified design of iterative receivers using factor graphs," IEEE Trans. Inform. Theory, vol. 47, no. 2, pp. 843-849, Feb. 2001.
6. J. Boutros and G. Caire, "Iterative multiuser joint decoding: Unified framework and asymptotic analysis," IEEE Trans. Inform. Theory, vol. 48, no. 7, pp. 1772-1793, Jul. 2002.
7. G. Caire, R. R. Müller, and T. Tanaka, "Iterative multiuser joint decoding: Optimal power allocation and low-complexity implementation, " IEEE Trans. Inform. Theory, vol. 50, no. 9, pp. 1950-1973, Sep. 2004.
8. H. Li and H. V. Poor, "Impact of channel estimation errors on multiuser detection via the replica method," EURASIP J. Wirel. Commun. Netw., no. 2, pp. 175-186, Apr. 2005.
9. P. D. Alexander and A. J. Grant, "Iterative channel and information sequence estimation in CDMA," in Proc. IEEE Int. Symp. Spread Spectrum Techniques and Applications, vol. 2, New Jersey, USA, Sep. 6-8 2000, pp. 593-597.
10. H. Li, S. M. Betz, and H. V. Poor, "Performance analysis of iterative channel estimation and multiuser detection in multipath DS-CDMA channels," IEEE Trans. Signal Processing, vol. 55, no. 5, pp. 1981-1993, May 2007.
11. M. Vehkaperä, K. Takeuchi, R. R. Müller, and T. Tanaka, "Iterative channel and data estimation: Framework and analysis via replica method," in Proc. IEEE Int. Symp. Inform. Theory, Seoul, Korea, 2009.
12. K. Takeuchi, R. R. Müller, M. Vehkaperä, and T. Tanaka, "Practical signaling with vanishing pilot-energy for large noncoherent block-fading MIMO channels," in Proc. IEEE Int. Symp. Inform. Theory, Seoul, Korea, 2009.
13. J. G. David Forney, "Trellis shaping," IEEE Trans. Inform. Theory, vol. 38, no. 2, Mar. 1992.
14. R. F. Fischer, Precoding and Signal Shaping for Digital Transmission, New York, NY, USA, 2002.
15. T. Tanaka, "A statistical-mechanics approach to large-system analysis of CDMA multiuser detectors," IEEE Trans. Inform. Theory, vol. 48, no. 11, pp. 2888-2910, Nov. 2002.
16. K. Takeuchi, T. Tanaka, and T. Yano, "Asymptotic analysis of general multiuser detectors in MIMO DS-CDMA channels," IEEE J. Select. Areas Commun., vol. 26, no. 3, pp. 486-496, Apr. 2008.
17. R. R. Müller, D. Guo, and A. Moustakas, "Vector precoding for wireless MIMO systems and its replica analysis," IEEE J. Select. Areas Commun., vol. 26, no. 3, pp. 530-540, Apr. 2008.
18. S. Chung, T. J. Richardson, and R. L. Urbanke, "Analysis of sum-product decoding of low-density parity-check codes using a Gaussian approximation," IEEE Trans. Inform. Theory, vol. 47, no. 2, pp. 657-670, Feb. 2001.
19. M. Talagrand, Spin Glasses: A Challenge for Mathematicians, Cavity and Mean Field Models. Berlin Heidelberg: Springer-Verlag, 2003.
20. G. Caire, G. Taricco, and E. Biglieri, "Bit-interleaved coded modulation," IEEE Trans. Inform. Theory, vol. 44, pp. 927-946, May 1998.
21. J. Evans and D. N. C. Tse, "Large system performance of linear multiuser receivers in multipath fading channels," IEEE Trans. Inform. Theory, vol. 46, no. 6, pp. 2059-2078, Sep. 2000.
22. K. Larsen, "Short convolutional codes with maximal free distance for rates 1/2, 1/3, and 1/4," IEEE Trans. Inform. Theory, vol. 19, no. 3, pp. 371-372, Jan. 1973.