基于Lorenz混沌吸引子产生的时间序列的多径衰落信道模拟器

Muhammad Hassan, Usman Saeed, Waqar Mahmood
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引用次数: 1

摘要

本文提出了一种抽头延迟线多径衰落信道模拟器,该模拟器利用确定性洛伦兹混沌吸引子来近似每个抽头处连接的复值高斯随机过程发生器。当洛伦兹吸引子对其参数的特定值变得混沌时,其y(t)的PDF变成高斯的粗略近似,因此可以用来模拟时变系数。利用MATLAB实现了仿真程序,并对洛伦兹吸引子进行了数值求解。对于一个典型的输入,我们选择作为相位调制信号,我们表明输出信号的振幅和相位的pdf分别遵循瑞利分布和均匀分布,正如理论上所期望的那样。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multipath fading channel simulator based on time series generated by Lorenz chaotic attractor
In this paper, we present a tapped delay line multipath fading channel simulator that uses deterministic Lorenz chaotic attractor to approximate complex-valued Gaussian random process generators to be connected at each tap. When Lorenz attractor becomes chaotic for specific values of its parameters, PDF of its y(t) becomes a crude approximation to Gaussian and hence can be used to simulate time-varying coefficients. MATLAB is used to both implement the simulator and numerically solve the Lorenz attractor. For a typical input, which we chose as a phase modulated signal, we show that the PDFs of output signal's amplitude and phase follow Rayleigh and Uniform distributions, respectively, as is expected theoretically.
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