A PDF Estimation-Based Blind Criterion for Adaptive Equalization

作者： Charles C. Cavalcante , F. Rodrigo , Cesar M. Mota , P. Cavalcanti

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摘要: A blind criterion for adaptive equalization based on proba- bility density function (pdf) estimation is proposed. The measures the divergence of pdf an ideally equalized signal against one from a parametric model resulting in cost that sort entropy min- imization equalizer output signal. It also shown link between constant modulus (CM) and proposed under certain cir- cumstances. Some convergence properties are studied performance proposal evaluated through simulations faced to classical criterion.

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参考文章(9)

S Haykin, Adaptive Filter Theory ,(1986)

Christopher M. Bishop, Neural networks for pattern recognition ,(1995)

D. Godard, Self-Recovering Equalization and Carrier Tracking in Two-Dimensional Data Communication Systems IEEE Transactions on Communications. ,vol. 28, pp. 1867- 1875 ,(1980) , 10.1109/TCOM.1980.1094608

Anthony J. Bell, Terrence J. Sejnowski, An information-maximization approach to blind separation and blind deconvolution Neural Computation. ,vol. 7, pp. 1129- 1159 ,(1995) , 10.1162/NECO.1995.7.6.1129

S. Barbarossa, A. Scaglione, Blind equalization using cost function matched to the signal constellation asilomar conference on signals, systems and computers. ,vol. 1, pp. 550- 554 ,(1997) , 10.1109/ACSSC.1997.680438

J. Labat, O. Macchi, C. Laot, Adaptive decision feedback equalization: can you skip the training period? IEEE Transactions on Communications. ,vol. 46, pp. 921- 930 ,(1998) , 10.1109/26.701319

J. Sala-Alvarez, G. Vazquez-Grau, Statistical reference criteria for adaptive signal processing in digital communications IEEE Transactions on Signal Processing. ,vol. 45, pp. 14- 31 ,(1997) , 10.1109/78.552202

Y. Sato, A Method of Self-Recovering Equalization for Multilevel Amplitude-Modulation Systems IEEE Transactions on Communications. ,vol. 23, pp. 679- 682 ,(1975) , 10.1109/TCOM.1975.1092854

Rim Amara, Egalisation de canaux linéaires et non linéaires : approche bayésienne Paris 11. ,(2002)

A PDF Estimation-Based Blind Criterion for Adaptive Equalization

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A PDF Estimation-Based Blind Criterion for Adaptive Equalization

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