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OALib Journal期刊
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A Filtering Strategy for Noisy and Distorted Chaotic Signals--Ⅰ: Blind Channel Equalization
一种噪声和畸变混沌信号的滤波策略--Ⅰ:盲信道均衡

Keywords: Chaos,Communication,Filtering,Fading channel,Channel equalization,Autoregressive model
混沌
,通信,滤波,衰落信道,信道均衡,自回归模型

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Abstract:

Various interference from wireless communication channel seriously impairs the real realization of the sys- tems having been proposed chaos-based communication systems.This paper addresses a new filtering algorithm by com- bining nonlinear filtering and neuron processing unit,which can solve the estimation issues of the state space model.Af- ter transferring the blind channel equalization of chaos-based communication systems going through fading communica- tion scenario into the extended state space model,we realize the blind channel equalization of the communication sys- tems by using the new algorithm.In comparison with the standard least mean square (LMS) algorithm,the new algo- rithm is of the faster convergence speed and the better equalization performance.

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