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Sooyong Choi and Daesik Hong, "A Suboptimal Bayesian Equalizer using an Nonlinear Multilayer Combiner", NNSP, Aug. 1999
[Other Conf. Papers]
조회 75357
Status : | Presented |
---|---|
Date : | 1999-08 |
Title : | A Suboptimal Bayesian Equalizer using an Nonlinear Multilayer Combiner |
Authors : | Sooyong Choi and Daesik Hong |
Conference : | Proceedings of IEEE international workshop on Neural Networks for Signal Processing IX |
Abstract : | In order to reduce the complexity and enhance the performance of the Bayesian equalizer (REQ) using the radial basis function (RBF) network, a new equalizer (RNEQ) using the RBF network with a nonlinear multilayer combiner is proposed. The proposed RNEQ produces the output using nonlinear multilayer combiner. The RNEQ is applied to a digital communication system and a nonlinear magnetic storage system. From computer simulation results, the RNEQ with almost 70% reduced structure over the REQ shows nearly the same performance in a digital communication system. In a nonlinear digital storage system the RNEQ is superior to the REQ. In addition, the RNEQ converges to lower mean squared error value than the other equalizers |
URL : | http://ieeexplore.ieee.org/xpl/articleDe...ber=788154 |
Sooyong Choi; Daesik Hong; , "A suboptimal Bayesian equalizer using an nonlinear multilayer combiner,"Neural Networks for Signal Processing IX, 1999. Proceedings of the 1999 IEEE Signal Processing Society Workshop , vol., no., pp.353-362, Aug 1999
doi: 10.1109/NNSP.1999.788154URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=788154&isnumber=17054
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