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Sooyong Choi, Taekyu Choi, Kyunbyoung Ko and Daesik Hong, "Mutiuser Demodulators Using Adaptive Polynomial Perceptrons in CDMA Systems", IEEE NNSP, Sep. 2000
[Other Conf. Papers]
조회 75661
Status : | Presented |
---|---|
Date : | 2000-09 |
Title : | Mutiuser Demodulators Using Adaptive Polynomial Perceptrons in CDMA Systems |
Authors : | Sooyong Choi, Taekyu Choi, Kyunbyoung Ko and Daesik Hong |
Conference : | IEEE International Workshop on Neural Networks for Signal Processing XI |
Abstract : | The polynomial perceptron multiuser demodulator (PPMUD) and the bilinear recursive polynomial perceptron multiuser demodulator with decision feedback (BRPMUD) are applied to a digital communication system using spread spectrum. The proposed multiuser demodulators are compared with the conventional receiver, the multilayer perceptron multiuser demodulator (MLPMUD) and the radial basis function multiuser demodulator (RBFMUD) in terms of bit-error rate (BER). In order to obtain a satisfactory BER, the structure of the PPMUD is much complex and needs long trainging periods. On the other hand, the BRPMUD shows good performance and has much simpler structure than the other multiuser demodulators using neural networks. |
URL : | http://ieeexplore.ieee.org/xpl/articleDe...ber=890154 |
Sooyong Choi; Taekyu Choi; Jaeho Roh; Kyunbyoung Ko; Daesik Hong; , "Multiuser demodulators using adaptive polynomial perceptrons in CDMA systems," Neural Networks for Signal Processing X, 2000. Proceedings of the 2000 IEEE Signal Processing Society Workshop , vol.2, no., pp.746-754 vol.2, 2000
doi: 10.1109/NNSP.2000.890154
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=890154&isnumber=19261
doi: 10.1109/NNSP.2000.890154
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=890154&isnumber=19261
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