Convergence Analysis of an Algorithm for Blind Equalization

IEEE Transactions on Communications

Volumn 39, Issue 6, 1991, Pages 856-865

  Weerackody, Vijitha ^a   Kassam, Saleem A ^a   Laker, Kenneth R ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EQUALIZERS - APPLICATIONS; MATHEMATICAL TECHNIQUES - ALGORITHMS;

BLIND EQUALIZATION ALGORITHM; CONVERGENCE ANALYSIS; GENERALIZED SATO ALGORITHM (GSA); MEAN SQUARE ERROR TRAJECTORY;

INFORMATION THEORY;

EID: 0026173632     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/26.87175     Document Type: Article

References (19)

1. D.N. Godard, “Self-recovering equalization and carrier tracking in two-dimensional data communication systems,” IEEE Trans. Commun., vol. COM-28, pp. 1867–1875, Nov. 1980.
2. Y. Sato, “A method of self-recovering equalization for multilevel amplitude-modulation systems,” IEEE Trans. Commun., vol. COM-23, pp. 679–682, June 1975.
3. A. Benveniste and M. Goursat, “Blind equalizers,” IEEE Trans. Commun., vol. COM-32, pp. 871–883, Aug. 1984.
4. D.N. Godard and P.E. Thirion, “Method and device for training an adaptive equalizer by means of an unknown data signal in a QAM transmission system,” U.S. Pat. 4 227 152, Oct. 7, 1980.
5. O. Macchi and A. Hachicha, “Self-adaptive equalization based on a prediction principle,” in Proc. Conf. Ree. GLOBECOM 1986, pp. 1641–1645.
6. S. Bellini, “Bussgang techniques for blind equalization,” in Proc. Conf. Ree. GLOBECOM 1986, pp. 1634–1640.
7. G. Picchi and G. Prati, “Blind equalization and carrier recovery using a stop-and-go decisioNDirected algorithm,” IEEE Trans. Commun., vol. COM-35, pp. 877–887, Sept. 1987.
8. N.K. Jablon, “A real-time comparison of two blind equalization algorithms,” in Proc. Conf. Ree. Asilomar, 1987.
9. A. Benveniste, M. Goursat, and G. Ruget, “Robust identification of a nonminimum phase system: Blind adjustment of a linear equalizer in data communications,” IEEE Trans. Automat. Contr., vol. AC-25, pp. 385–399, June 1980.
10. A. Benveniste, “Analysis of stochastic approximation schemes with discontinuous and dependent forcing terms with applications to data communication algorithms,” IEEE Trans. Automat. Contr., vol. AC-25, pp. 1042–1058, Dec. 1980.
11. D.L. Duttweiler, “Adaptive filter performance with nonlinearities in the correlation multiplier,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 578–586, Aug. 1982.
12. N.J. Bershad, “Analysis of the normalized LMS algorithm with Gaussian inputs,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 793–806, Aug. 1986.
13. C. Nikias and M.R. Raghuveer, “Bispectrum estimation: A digital signal processing framework,” Proc. IEEE, vol. 75, pp. 869–891, July 1987.
14. B. Fisher and N.J. Bershad, “The complex LMS adaptive algorithm-Transient weight mean and co variance with applications to the ALE,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-31, pp. 34–44, Feb. 1983.
15. V. Weerackody, “New algorithms and analysis for blind adaptive equalization,” Ph.D. dissertation, Univ. of Pennsylvania, 1989.
16. J.E. Mazo, “On the independence theory of equalizer convergence,” BellSyst. Tech. J., vol. 58, no. 5, pp. 963–993, May 1979.
17. A. Gersho, “Adaptive equalization of highly dispersive channels for data transmission,” BellSyst. Tech. J., vol. 48, pp. 55–70, 1969.
18. V.J. Mathews and H. Cho, “Improved convergence analysis of stochastic gradient adaptive filters using the sign algorithm,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, pp. 450–454, Apr. 1987.
19. V. Weerackody, S.A. Kassam, and K.R. Laker, “A reduced complexity adaptive filter algorithm for blind equalization,” in Proc. 1989 Conf. Inform. Sci. Syst., The Johns Hopkins Univ., Mar. 1989, pp. 73–77.