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OALib Journal期刊
ISSN: 2333-9721
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A New Nonlinear Adaptive Equalizer Based on Combined Neural Networks
一种组合神经网络非线性判决反馈均衡器

Keywords: Combined neural network,Radial basis function,Decision feedback,Nonlinear equalizer
数字通信系统
,信道,组合神经网络,非线性判决反馈均衡器,数字信号

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Abstract:

A new nonlinear decision feedback adaptive equalizer based on Adaline neural network and radial-basis-function neural network is presented. Its structure and algorithm are also investigated. For a typical linear and nonlinear channel models, computer simulation shows that its convergence speed is faster and its stable mean square error is less.

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