一种新的基于模糊神经网络控制器的盲均衡算法

Yongxing Hou, Qinghua Bu
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引用次数: 1

摘要

多径和有限带宽是数字通信系统的两个主要缺陷。这就导致了接收机的码间干扰(ISI)。提出了一种基于模糊神经网络(FNN)控制器的盲均衡算法。由于基于前馈神经网络(FFNN)的盲均衡器算法中的非线性修正因子会影响盲均衡器的收敛性能。为了提高通信质量,采用了FNN控制器来改变因子的取值。仿真结果验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new blind equalization algorithm based on the fuzzy neural network controller
Multipath and limited bandwidth are two major impairments in the digital communication system. This leads to intersymbol interference (ISI) at the receiver. In this paper, a new blind equalization algorithm based on the fuzzy neural network (FNN) controller is proposed. Because the unlinear modify factor in the blind equalization algorithm based on the feed-forward neural network (FFNN) may affect the convergence performance of blind equalizer. For improving communication quality, the FNN controller is adopted to change the value of factors. Results of the simulation verify the effectiveness of the proposed algorithm.
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