Adaptive minimum symbol-error-rate decision feedback equalization for multilevel pulse-amplitude modulation

IEEE Transactions on Signal Processing

Volumn 52, Issue 7, 2004, Pages 2092-2101

  Chen, Sheng ^a   Hanzo, Lajos ^a   Mulgrew, Bernard ^b  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; BIT ERROR RATE; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; ERROR ANALYSIS; GRADIENT METHODS; LEAST SQUARES APPROXIMATIONS; PROBABILITY DENSITY FUNCTION; PULSE AMPLITUDE MODULATION; RANDOM PROCESSES; SIGNAL TO NOISE RATIO;

ADAPTIVE EQUALIZATION; CHANNEL IMPULSE RESPONSE; LEAST SYMBOL ERROR RATE; MINIMUM MEAN SQUARE ERROR; MINIMUM SYMBOL ERROR RATE; PARZEN WINDOW ESTIMATE; STOCHASTIC GRADIENT ADAPTIVE ALGORITHMS;

DECISION FEEDBACK EQUALIZERS;

EID: 3142778609     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2004.828944     Document Type: Article

References (21)

1. E. Shamash and K. Yao, "On the structure and performance of a linear decision feedback equalizer based on the minimum error probability criterion," in Proc. Int. Conf. Commun., 1974, pp. 25F1-25F5.
2. S. Chen, E. S. Chng, B. Mulgrew, and G. Gibson, "Minimum-BER linear-combiner DFE," in Proc. Int. Conf. Commun., vol. 2, Dallas, TX, 1996, pp. 1173-1177.
3. S. Chen, B. Mulgrew, E. S. Chng, and G. Gibson, "Space translation properties and the minimum-BER linear-combiner DFE," Proc. Inst. Elect. Eng. Commun., vol. 145, no. 5, pp. 316-322, 1998.
4. S. Chen and B. Mulgrew, "The minimum-SER linear-combiner decision feedback equalizer," Proc. Inst. Elect. Eng. Commun., vol. 146, no. 6, pp. 347-353, 1999.
5. C. C. Yeh and J. R. Barry, "Approximate minimum bit-error rate equalization for binary signaling," in Proc. Int. Conf. Commun., vol. 2, Montreal, QC, Canada, 1997, pp. 1095-1099.
6. C. C. Yeh and J. R. Barry, "Adaptive minimum bit-error rate equalization for binary signaling," IEEE Trans. Commun., vol. 48, pp. 1226-1235, July 2000.
7. B. Mulgrew and S. Chen, "Stochastic gradient minimum-BER decision feedback equalisers," in Proc. IEEE Symposium on Adaptive Systems for Signal Processing, Communication and Control, Lake Louise, AB, Canada, Oct. 1-4, 2000, pp. 93-98.
8. B. Mulgrew and S. Chen, "Adaptive minimum-BER decision feedback equalisers for binary signalling," Signal Process., vol. 81, no. 7, pp. 1479-1489, 2001.
9. C. C. Yeh, R. R. Lopes, and J. R. Barry, "Approximate minimum bit-error rate multiuser detection," in Proc. Globecom, Sydney, Australia, Nov. 1998, pp. 3590-3595.
10. S. Chen, A. K. Samingan, B. Mulgrew, and L. Hanzo, "Adaptive minimum-BER linear multiuser detection for DS-CDMA signals in multi-path channels," IEEE Trans. Signal Processing, vol. 49, pp. 1240-1247, June 2001.
11. S. Chen, L. Hanzo, and N. N. Ahmad, "Adaptive minimum bit error rate beamforming assisted receiver for wireless communications," in Proc. ICASSP, Hong Kong, China, Apr. 6-10, 2003, pp. 640-643.
12. M. S. Bazaraa, H. D. Sherali, and C. M. Shetty, Nonlinear Programming: Theory and Algorithms. New York: Wiley, 1993.
13. E. Parzen, "On estimation of a probability density function and mode," Ann. Math. Statist., vol. 33, pp. 1066-1076, 1962.
14. B. W. Silverman, Density Estimation. London, U.K.: Chapman & Hall, 1996.
15. A. W. Bowman and A. Azzalini, Applied Smoothing Techniques for Data Analysis. Oxford, U.K.: Oxford Univ. Press, 1997.
16. C. C. Yeh and J. R. Barry, "Approximate minimum bit-error rate equalization for pulse-amplitude and quadrature-amplitude modulation," in Proc. Int. Conf. Commun., vol. 1, Atlanta, GA, 1998, pp. 16-20.
17. A. P. Clark, L. H. Lee, and R. S. Marshall, "Developments of the conventional nonlinear equaliser," Proc. Inst. Elect. Eng. F, vol. 129, no. 2, pp. 85-94, 1982.
18. D. Williamson, R. A. Kennedy, and G. W. Pulford, "Block decision feedback equalization," IEEE Trans. Commun., vol. 40, pp. 255-264, Feb. 1992.
19. J. M. Cioffi, G. P. Dudevoir, M. V. Eyuboglu, and G. D. Forney Jr, "MMSE decision-feedback equalizers and coding - Part I: Equalization results," IEEE Trans. Commun., vol. 43, pp. 2582-2594, Oct. 1995.
20. S. Chen, "Least bit error rate adaptive multiuser detection," in Soft Computing in Communications, L. P. Wang, Ed. Berlin, Germany: Springer-Verlag, 2003.
21. R. Sharma, W. A. Sethares, and J. A. Bucklew, "Asymptotic analysis of stochastic gradient-based adaptive filtering algorithms with general cost functions," IEEE Trans. Signal Processing, vol. 44, pp. 2186-2194, Sept. 1996.