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Sunghwan Ong, Sooyong Choi, Cheolwoo You, and Daesik Hong, "A Decision Feedback Recurrent Neural Equalizer for Digital Communication", IEEE Trans. Magnetics, Sep 1997
[IEEE Trans. Magn.]
조회 32091
Status : | Published |
---|---|
Date : | 1997-09 |
Title : | A Decision Feedback Recurrent Neural Equalizer for Digital Communication |
Authors : | Sunghwan Ong, Sooyong Choi, Cheolwoo You, and Daesik Hong |
Journal : | IEEE Transactions on Magnetics |
Abstract : | In this paper, we introduce an adaptive decision feedback recurrent neural equalizer (DFRNE) whose small size and high performance makes it suitable for high-speed channel equalization. By evaluating its performance through computer simulations for various channels, the DFRNE has comparable performance with traditional equalizers when the channel interferences are mild; it outperforms them when the channel's transfer function has spectral null or when severe nonlinear distortion is present. In addition, the DFRNE, being essentially an IIR filter, is shown to outperform multilayer perceptron equalizers in linear and nonlinear channel equalization cases |
URL : | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=611653 |
Sunghwan Ong; Sooyong Choi; Cheolwoo You; Daesik Hong; , "A decision feedback recurrent neural equalizer for digital communication," Neural Networks,1997., International Conference on , vol.1, no., pp.142-147 vol.1, 9-12 Jun 1997
doi: 10.1109/ICNN.1997.611653
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=611653&isnumber=13361
doi: 10.1109/ICNN.1997.611653
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=611653&isnumber=13361
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