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Sooyong Choi, Sunghwan Ong, Cheolwoo You and Daesik Hong, "A Quadratic Sigmoid Neural Equalizer for Nonlinear Digital Magnetic Recording Channels", IEEE Comm. Letters, Sep 1998
[IEEE Commun. Lett.]
조회 51023
Status : | Published |
---|---|
Date : | 1998-09 |
Title : | A Quadratic Sigmoid Neural Equalizer for Nonlinear Digital Magnetic Recording Channels |
Authors : | Sooyong Choi, Sunghwan Ong, Cheolwoo You and Daesik Hong |
Journal : | IEEE Communications Letters |
Abstract : | A new neural equalizer is proposed in order to compensate for intersymbol interference and to mitigate nonlinear distortions in digital magnetic recording systems. The proposed equalizer uses the quadratic sigmoid function as the activation function. The performance of the proposed equalizer is compared to those of a decision-feedback equalizer (DFE) and a neural decision feedback equalizer (NDFE) in terms of bit-error rate in nonlinear digital magnetic recording channels. Simulation results demonstrate that the proposed equalizer outperforms both DFE and NDFE. |
URL : | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=718497 |
Sooyong Choi; Sunghwan Ong; Cheolwoo You; Daesik Hong; , "A quadratic sigmoid neural equalizer for nonlinear digital magnetic recording channels," Communications Letters, IEEE , vol.2, no.9, pp.263-265, Sept. 1998
doi: 10.1109/4234.718497
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=718497&isnumber=15528
doi: 10.1109/4234.718497
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=718497&isnumber=15528
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