$\alpha$ - $\mu$变量比值和在复合衰落信道中的应用

IF 7.5 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2024-11-28 DOI:10.1109/TVT.2024.3509132
Lenin Patricio Jiménez Jiménez;Fernando Darío Almeida García;Maria Cecilia Luna Alvarado;José Cândido S. Santos Filho;Michel Daoud Yacoub;Gustavo Fraidenraich
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引用次数: 0

摘要

随机变量和在无线通信系统性能评估中起着重要的作用。本文介绍了新颖而精确的概率密度函数和$L$独立$\alpha$ - $\mu$变量比率和的累积分布函数的公式。这些公式是用可处理的快速收敛级数来表示的。据作者所知,这些是首次报道的$\alpha$ - $\mu$变量比率总和统计的精确解。基于这些表达式,我们分析了在复合衰落信道上工作的等增益组合和最大比组合分集接收机的性能,即同时存在多径和阴影衰落效应的情况。对于分析,我们认为多径衰落遵循$\alpha$ - $\mu$分布,而阴影衰落受反向$\alpha$ - $\mu$分布控制。得到了系统关键性能指标的精确和渐近表达式,特别是中断概率和平均符号错误率。有趣的是,导出的性能指标表明,系统的分集增益仅取决于多径分布参数和组合接收机的分支数。通过蒙特卡罗模拟证实了我们所有发现的有效性。
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On the Sum of Ratios of $\alpha$-$\mu$ Variates With Application to Composite Fading Channels
Sums of random variables play a fundamental role in assessing the performance of wireless communication systems. This work introduces novel and exact formulations for the probability density function and the cumulative distribution function of the sum of ratios of $L$ independent $\alpha$-$\mu$ variates. These formulations are presented in terms of tractable fast-converging series. To the best of the author's knowledge, these are the first reported exact solutions for the sum statistics of ratios of $\alpha$-$\mu$ variates. Based upon these expressions, we analyze the performance of equal-gain combining and maximal-ratio combining diversity receivers operating over composite fading channels, i.e., in the presence of both multipath and shadowing fading effects. For the analysis, we consider that multiphath fading follows an $\alpha$-$\mu$ distribution, whereas shadowing fading is governed by an inverse $\alpha$-$\mu$ distribution. Exact and asymptotic expressions are obtained for the key performance metrics of the system, specifically the outage probability and the average-symbol error rate. Interestingly, the derived performance metrics demonstrated that the system's diversity gain solely depends on the multipath distribution parameters and the number of branches of the combining receivers. The validity of all our findings is confirmed via Monte Carlo simulations.
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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