Maximum Likelihood joint channel and data estimation using genetic algorithms

IEEE Transactions on Signal Processing

Volumn 46, Issue 5, 1998, Pages 1469-1473

  Chen, S ^a   Wu, Y ^a  

^a UNIVERSITY OF PORTSMOUTH   (United Kingdom)

Author keywords

Blind equalization; Genetic algorithms; Maximum likelihood estimation

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; DATA COMMUNICATION SYSTEMS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION;

BLIND EQUALIZATION; MAXIMUM LIKELIHOOD ESTIMATION;

SIGNAL FILTERING AND PREDICTION;

EID: 0032074682     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.668813     Document Type: Article

References (17)

1. Y. Sato, "A method of self-recovering equalization for multilevel amplitude-modulation systems," IEEE Trans. Commun., vol. COMM-23, pp. 679-682, 1975.
2. D. Godard, "Self-recovering equalization and carrier tracking in twodimensional data communication systems," IEEE Trans. Commun., vol. COMM-28, pp. 1867-1875, 1980.
3. J. R. Treichler and B. G. Agée, "A new approach to multipath correction of constant modulus signals," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-31, pp. 459-72, Apr. 1983.
4. G. Picchi and G. Prati, "Blind equalization and carrier recovering using a stop-and-go decision-directed algorithm," IEEE Trans. Commun., vol. COMM-35, pp. 877-887, 1987.
5. K. S. Lii and M. Rosenblatt, "Deconvolution and estimation of transfer function phase and coefficients for non-Gaussian linear processes," Ann. Statist., vol. 10, pp. 1195-1208, 1982.
6. H.-H. Chiang and C. L. Nikias, "Adaptive deconvolution and identification of nonminimum phase FIR systems based on cumulants," IEEE Trans. Automat. Contr., vol. 35, pp. 36-17, 1990.
7. D. Hatzinakos and C. L. Nikias, "Blind equalization using a tricepstrumbased algorithm," IEEE Trans. Commun., vol. 39, pp. 669-682, May 1991.
8. F.-C. Zheng, S. McLaughlin, and B. Mulgrew, "Blind equalization of nonminimum phase channels: Higher order cumulant based algorithm," IEEE Trans. Signal Processing, vol. 41, pp. 681-691, Feb. 1993.
9. M. Ghosh and C. L. Weber, "Maximum-likelihood blind equalization," in Proc. SPIE, San Diego, CA, 1991, vol. 1565, pp. 188-195.
10. N. Seshadri, "Joint data and channel estimation using blind trellis search techniques," IEEE Trans. Commun., vol. 42, pp. 1000-1011, Feb./Mar./Apr. 1994.
11. E. Zervas, J. Proakis, and V. Eyuboglu, "A quantized channel approach to blind equalization," in Proc. ICC, Chicago, IL, 1992, vol. 3, pp. 351.8.1-351.8.5.
12. J. G. Proakis, "Adaptive algorithms for blind channel equalization," in Proc. 3rd IMA Conf. Math. Signal Process., Univ. Warwick, Warwick, U.K., 1992.
13. J. H. Holland, Adaptation in Natural and Artificial Systems. Ann Arbor, MI: Univ. Michigan Press, 1975.
14. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, MA: Addison-Wesley, 1989.
15. K. Krishnakumar, "Micro-genetic algorithms for stationary and nonstationary function optimization," in Proc. SPIE Intell. Cont. Adapt. Syst., 19, vol. 1196, pp. 289-296.
16. L. Yao and W. A. Sethares, "Nonlinear parameter estimation via the genetic algorithm," IEEE Trans. Signal Processing, vol. 42, pp. 927-935, Apr. 1994.
17. J. G. Proakis, Digital Communications. New York: McGraw-Hill, 1983.