A Gaussian Copula Approach to the Performance Analysis of Fluid Antenna Systems

IF 8.9 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2024-09-11 DOI:10.1109/TWC.2024.3454558
Farshad Rostami Ghadi;Kai-Kit Wong;F. Javier López-Martínez;Chan-Byoung Chae;Kin-Fai Tong;Yangyang Zhang
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Abstract

This paper investigates the performance of a single-user fluid antenna system (FAS), by exploiting a class of elliptical copulas to describe the dependence structure amongst the fluid antenna positions (ports). By expressing the well-known Jakes’ model in terms of the Gaussian copula, we consider two cases: (i) the general case, i.e., any arbitrary correlated fading distribution; and (ii) the specific case, i.e., correlated Nakagami-m fading. For both scenarios, we first derive analytical expressions for the cumulative distribution function (CDF) and probability density function (PDF) of the equivalent channel in terms of multivariate normal distribution. Then we obtain the outage probability (OP) and the delay outage rate (DOR) to analyze the performance of FAS. By employing the popular rank correlation coefficients such as Spearman’s $\rho $ and Kendall’s $\tau $ , we measure the degree of dependency in correlated arbitrary fading channels and illustrate how the Gaussian copula can be accurately connected to Jakes’ model in FAS. Our numerical results demonstrate that increasing the size of FAS provides lower OP and DOR, but the system performance saturates as the number of antenna ports increases. In addition, our results indicate that FAS provides better performance compared to conventional single-fixed antenna systems even when the size of fluid antenna is small.
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流体天线系统性能分析的高斯库普拉方法
本文通过利用一类椭圆协方差来描述流体天线位置(端口)之间的依赖结构,从而研究单用户流体天线系统(FAS)的性能。通过用高斯协方差表达著名的杰克斯模型,我们考虑了两种情况:(i) 一般情况,即任何任意相关衰落分布;(ii) 特定情况,即相关中上衰落。对于这两种情况,我们首先用多元正态分布推导出等效信道的累积分布函数(CDF)和概率密度函数(PDF)的解析表达式。然后,我们得出中断概率(OP)和延迟中断率(DOR),从而分析 FAS 的性能。通过使用流行的等级相关系数,如 Spearman's $\rho $ 和 Kendall's $\tau $,我们测量了相关任意衰落信道中的依赖程度,并说明了高斯协方差如何在 FAS 中与 Jakes' 模型精确连接。我们的数值结果表明,增加 FAS 的大小可以降低 OP 和 DOR,但随着天线端口数量的增加,系统性能会趋于饱和。此外,我们的结果表明,与传统的单固定天线系统相比,即使流体天线的尺寸很小,FAS 也能提供更好的性能。
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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