Asymptotic bayesian decision feedback equalizer using a set of hyperplanes

IEEE Transactions on Signal Processing

Volumn 48, Issue 12, 2000, Pages 3493-3500

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

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC STABILITY; BOOLEAN FUNCTIONS; COMPUTER SIMULATION; EQUALIZERS; FIR FILTERS; MATRIX ALGEBRA; PIECEWISE LINEAR TECHNIQUES; RECURSIVE FUNCTIONS; SIGNAL TO NOISE RATIO; THEOREM PROVING;

ASYMPTOTIC DECISION BOUNDARY; BAYESIAN DECISION FEEDBACK EQUALIZER; PARALLEL LINEAR DISCRIMINANT FUNCTION; SIGNAL SPACE PARTITIONING TECHNIQUE;

SIGNAL FILTERING AND PREDICTION;

EID: 0034505762     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.887042     Document Type: Article

References (25)

1. S. U. H. Qureshi, "Adaptive equalization," Proc. IEEE, vol. 73, pp. 1349-1387, Sept. 1985.
2. J. G. Proakis, Digital Communications, 3rd ed. New York: McGraw-Hill, 1995.
3. J. Moon, "The role of SP in data-storage systems," IEEE Signal Processing Mag., vol. 15, pp. 54-72, Apr. 1998.
4. J. G. Proakis, "Equalization techniques for high-density magnetic recording," IEEE Signal Processing Mag., vol. 15, pp. 73-82, Apr. 1998.
5. R. W. Chang and J. C. Hancock, "On receiver structures for channels having memory," IEEE Trans. Inform. Theory, vol. IT-12, pp. 463168, 1966.
6. K. Abend, T. J. Harley Jr., B. D. Frichman, and C. Gumacos, "On optimum receivers for channels having memory," IEEE Trans. Inform. Theory, vol. IT-14, pp. 818-819, 1968.
7. K. Abend and B. D. Fritchman, "Statistical detection for communication channels with intersymbol interference," Proc. IEEE, vol. 58, pp. 779-785, May 1970.
8. G. D. Forney, "Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference," IEEE Trans. Inform. Theory, vol. IT-18, pp. 363-378, Mar. 1972.
9. S. Siu, G. J. Gibson, and C. F. N. Cowan, "Decision feedback equalization using neural network structures and performance comparison with the standard architecture," Proc. Inst. Elect. Eng. I, vol. 137, no. 4, pp. 221-225, 1990.
10. G. J. Gibson, S. Siu, and C. F. N. Cowan, "The application of nonlinear structures to the reconstruction of binary signals," IEEE Trans. Signal Processing, vol. 39, pp. 1877-1884, Aug. 1991.
11. S. Chen, B. Mulgrew, and S. McLaughlin, "Adaptive Bayesian equaliser with decision feedback," IEEE Trans. Signal Processing, vol. 41, pp. 2918-2927, Sept. 1993.
12. S. Chen, S. McLaughlin, and B. Mulgrew, "Complex-valued radial basis function network-Part II: Application to digital communications channel equalization," EURASIP Signal Process. J., vol. 36, pp. 175-188, 1994.
13. S. Chen, S. McLaughlin, B. Mulgrew, and P. M. Grant, "Adaptive Bayesian decision feedback equaliser for dispersive mobile radio channels," IEEE Trans. Commun., vol. 43, pp. 1937-1946, May 1995.
14. I. Cha and S. A. Kassam, "Channel equalization using adaptive complex radial basis function networks,"IEEEJ. Select. Areas Commun., vol. 13, pp. 122-131, Jan. 1995.
15. S. Chen, S. McLaughlin, B. Mulgrew, and P. M. Grant, "Bayesian decision feedback equaliser for overcoming co-channel interference," Proc. Inst. Elect. Eng., Commun., vol. 143, no. 4, pp. 219-225, 1996.
16. B. Mulgrew, "Applying radial basis functions," IEEE Signal Processing Mag., vol. 13, pp. 50-65, Mar. 1996.
17. D. Williamson, R. A. Kennedy, and G. W. Pulford, "Block decision feedback equalization," IEEE Trans. Commun., vol. 40, pp. 255-264, Feb. 1992.
18. R. A. Iltis, "A randomized bias technique for the importance sampling simulation of Bayesian equalizers," IEEE Trans. Commun., vol. 43, pp. 1107-1115, Feb.-Apr. 1995.
19. Y. Kim and J. Moon, "Delay-constrained asymptotically optimal detection using signal-space partitioning," in Proc. ICC'98, Atlanta, GA, 1998.
20. _, "Multi-dimensional signal space partitioning using a minimal set of hyperplanes for detecting ISI-corrupted symbols," IEEE Trans. Commun., 2000, to be published.
21. S. Chen, B. Mulgrew, E. S. Chng, and G. Gibson, "Space translation properties and the minimum-BER linear-combiner DEE," Proc. Inst. Elect. Eng. Commun., vol. 145, no. 5, pp. 316-322, 1998.
22. S. Chen, S. Gunn, and C. J. Harris, "Decision feedback equalizer design using support vector machines," Proc. Inst. Elect. Eng. Vision, Image, Signal Process., vol. 147, no. 3, pp. 213-219, 2000.
23. E. S. Chng, B. Mulgrew, S. Chen, and G. Gibson, "Optimum lag and subset selection for radial basis function equaliser," in Proc. 5th IEEE Workshop Neural Networks Signal Process., Cambridge, MA, 1995, pp 593-602.
24. V. Vapnik, The Nature of Statistical Learning Theory. New York: Springer-Verlag, 1995.
25. S. Haykin, Neural Networks: A Comprehensive Foundation, 2nd ed. Englewood Cliffs, NJ: Prentice-Hall, 1999.