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Kyunggoo Lee, Cheolwoo You, Sooyong Choi, Sunghwan Ong and Daesik Hong, "Performance Evaluation of Neural Equalizers for the DVD-ROM System", IEEE IJCNN, May, 1998
[IEEE IJCNN]
조회 60068
Status : | Presented |
---|---|
Date : | 1998-05 |
Title : | Performance Evaluation of Neural Equalizers for the DVD-ROM System |
Authors : | Kyunggoo Lee, Cheolwoo You, Sooyong Choi, Sunghwan Ong and Daesik Hong |
Conference : | IEEE International Joint Conference on Neural Networks |
Abstract : | This paper presents neural equalizers for the DVD-ROM system and compares them with a conventional linear LMS equalizer. The channel of a DVD-ROM is characterized as a modulation transfer function and is modeled more precisely by including transition jitter which has the characteristics of coloured noise and domain bloom which causes nonlinear ISI of the channel. Experimental results show that the neural equalizer with the structure of multilayer perceptron produces the strong nonlinear mapping capability thus has the best equalization performance in the presence of nonlinearity |
URL : | http://ieeexplore.ieee.org/xpl/articleDe...ber=682324 |
Kyunggoo Lee; Cheolwoo You; Sooyong Choi; Sunghwan Ong; Daesik Hong; , "Performance evaluation of neural equalizers for the DVD-ROM system ," Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on , vol.1, no., pp.537-540 vol.1, 4-8 May 1998
doi: 10.1109/IJCNN.1998.682324URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=682324&isnumber=15009
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