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Generation of Nakagami-m Statistics by Monte Carlo Method for Fading Communication Channels

机译:利用Monte Carlo方法生成Nakagami-m统计信息以衰减通信信道

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摘要

Nakagami-m distributions for varying fading parameter m are widely accepted as best fit to model multipath propagation from severe to light fading. Although simulation results based on approximation of inverse cumulative distribution function are reported recently, very few results are there based on Monte Carlo generation of such random variates. In this paper, statistics for Nakagami-m distribution are generated from Monte Carlo simulation, and results are corroborated with theoretical values of expectations and autocorrelation function.
机译:改变衰落参数m的Nakagami-m分布被广泛认为是模拟从严重衰落到轻衰落的多径传播的最佳拟合。尽管最近报道了基于逆累积分布函数近似的仿真结果,但是基于这种随机变量的蒙特卡罗生成的结果很少。本文通过蒙特卡洛模拟生成Nakagami-m分布的统计数据,并用期望值和自相关函数的理论值来验证结果。

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