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Cheolwoo You and Daesik Hong, "Stop-and-Go Decision-Directed Blind Adaptive Equalization Using the Complex-Valued MultiLayer Perceptron", IEEE ICASSP, April 1997
[IEEE ICASSP]
조회 56377
Status : | Presented |
---|---|
Date : | 1997-04 |
Title : | Stop-and-Go Decision-Directed Blind Adaptive Equalization Using the Complex-Valued MultiLayer Perceptron |
Authors : | Cheolwoo You and Daesik Hong |
Conference : | IEEE International Conference on Acoustics, Speech, and Signal Processing |
Abstract : | In this paper, a "stop-and-go" decision-directed blind equalization scheme is newly proposed. This scheme uses the structure of complex-valued multilayer feedforward neural networks, instead of the linear transversal filters that are usually used in convention function composed of two real functions is used. Each real activation function has multi-saturated output region in order to deal with QAM signals of any constellation sizes. Also, the complex backpropagation algorithm is modified for the proposed scheme. Computer simulations are performed to compare the proposed scheme with the conventional "stop-and-go" algorithm in terms of convergence speed. MSE value in the steady state and constellation of QAM signals after the initial convergence. Simulation results demonstrate th effectiveness of the proposed scheme. |
URL : | http://ieeexplore.ieee.org/xpl/articleDe...ber=595496 |
Download : | http://mirinae.yonsei.ac.kr/?module=file...e6a3a42012 |
Cheolwoo You; Daesik Hong; , "“stop-and-go” decision-directed blind adaptive equalization using the complex-valued multilayer perceptron," Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on , vol.4, no., pp.3289-3292 vol.4, 21-24 Apr 1997
doi: 10.1109/ICASSP.1997.595496
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=595496&isnumber=13015
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