使用帕代近似法对级联雷利-里吉安衰减信道的中断概率进行随机分析

I. A. Ojedokun, F. O. Aweda
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引用次数: 0

摘要

无线通信(WC)在信息与通信技术(ICT)、科研、商业、学术等生活的各个领域都占据着主导地位。然而,当涉及分集组合时,无线通信的建模分析一直是一个严峻的挑战。以往的工作尝试使用近似技术来解决这一问题。这些近似技术似乎很复杂,而且可能难以解释。现有的使用概率密度函数(PDF)来分析富分集环境中的多径衰落的做法无法有效处理级联衰落信道。目前的研究提出了 Pade Approximation(PA)技术来缓解这一问题。PA 是通过截断泰勒级数以获得有理表达式,从而从生成的时刻生成函数 (MGF) 中开发出来的。得到的近似有理表达式被转化为 PDF、累积密度函数 (CDF) 和中断概率 (Pout)。结果表明,随着阈值的增加,中断概率会降低。数值结果还表明,分集技术能有效对抗衰减,因为随着路径数量的增加,Pout 会降低。在没有分集的情况下,L=4 时的 Pout 比 L=1 时的 90.83% 降低了 17.56%。PA 是分析级联 Rayleigh-Rician 信道行为的有用近似值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stochastic analysis of outage probability of the cascaded Rayleigh-Rician fading channel using Padé approximation method
The dominance of wireless communication (WC) is evident in all areas of life such as Information and Communication Technology (ICT), research, business, academia, etc. However, modelling analysis of WC has been a serious challenge when it involves diversity combining. Previous work has attempted to solve this problem using approximation techniques. These approximation techniques seem to be complex and may be difficult to interpret. The existing practice of using the Probability Density Function (PDF) to analyse multipath fading in a diversity-rich environment is ineffective to handle cascaded fading channels. The current work proposed the Pade Approximation (PA) technique to mitigate the problem. The PA was developed from the generated Moment Generating Function (MGF) by truncating the Taylor series to obtain a rational expression. The approximated rational expressions obtained were transformed into PDF, Cumulative Density Function (CDF) and Outage Probability (Pout). The results show that the Pout reduces as the threshold value increases. The numerical results also shows that the diversity techniques is effective in combating fading because as the number of paths increases, the Pout reduces. The Pout reduces by 17.56% at L=4 from 90.83% at L=1 when there is no diversity. PA is a useful approximation to analyse the behavior of cascaded Rayleigh-Rician channel.
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