利用beaulieuo - xie衰落和κ-µ同信道干扰对SC分集接收机中断概率影响的QoS预测方法

D. Krstić, S. Suljovic, D. Milic, N. Petrovic
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引用次数: 1

摘要

本文分析了多支路分集接收机在受BX衰落和kµ共信道干扰(CCI)干扰的无线环境下,使用选择组合(SC)技术的输出端中断概率($P_{out}$)。由于BX衰落模型具有灵活的衰落参数,可以同时包含传输信号的视线(LOS)和非视线(NLOS)分量,因此BX衰落模型包含了医生衰落模型和Nakagami-m衰落模型的特征。导出了输出信同信道干扰比的概率密度函数(PDF)和累积分布函数(CDF)的表达式。在此基础上,给出了不同衰落和CCI参数值下$P_{out}$随SIR值变化的数值结果,并分析了它们对$P_{out}$的影响。最后,我们将导出的停机概率表达式作为基于分类的衰落感知服务质量(QoS)预测模型的输入之一,并使用我们的仿真环境对其进行评估。为了实现目的,我们依赖于Java中的Weka API。
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Approach to QoS Prediction Leveraging Impact of Beaulieu-Xie Fading and κ-µ Co-Channel Interference on SC Diversity Receiver Outage Probability
In this paper, we analyze the outage probability ($P_{out}$) at the output of a multi-branch diversity receiver using selection combining (SC) in a wireless environment disturbed by Beaulieu-Xie (BX) fading and k-µ co-channel interference (CCI). BX fading model contains features of Rician fading model as well as Nakagami-m fading model giving thanks to the flexible fading parameters which enable inclusion of both, the line of sight (LOS) and the non-LOS (NLOS) components of the transmitted signal. Expressions for the probability density function (PDF) and cumulative distribution function (CDF) for the output signal-to-co-channel interference ratio (SIR) are derived. After that, the numerical results for $P_{out}$ depending on the SIR for different values of fading and CCI parameters are presented and their impact to $P_{out}$ is examined. Finally, we make use of the derived expression for outage probability as one of the inputs within classification-based fading-aware Quality of Service (QoS) prediction model and evaluate it using our simulation environment. For purpose of implementation, we rely on Weka API in Java.
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