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An Adaptive Chaotic Demodulator Based on Neural Network Strategy
一种基于神经网络策略的自适应混沌解调器

Keywords: Spread spectrum communication,RBF neural network,Adaptive chaotic demodulator
自适应混沌解调器
,神经网络,学习算法,扩谱通信

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Abstract:

Chaotic modulation is an important spread spectrum (SS) technique among chaotic communications. Based on the merits of the good adaptability and the good convergence of a radial basis function (RBF) neural network, an adaptive chaotic demodulator is proposed in the light of a suggested adaptive learnng algorithm in this paper. The demodulator makes use of the good approximation capacity to a nonlinear dynamical system by the RBF network. It can reliably recover source information from SS signal received by a receiver with the on-line and adaptive modes. The simulation results by using the logistic chaotic system to modulate the different source signals demonstrate the relevant conclusions.

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