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

Farshad Rostami Ghadi, Kai Kit Wong, F. Javier Lopez-Martinez, Chan Byoung Chae, Kin Fai Tong, Yangyang Zhang

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

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 ρ and Kendall's τ, 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.

Original languageEnglish
Pages (from-to)17573-17585
Number of pages13
JournalIEEE Transactions on Wireless Communications
Volume23
Issue number11
DOIs
Publication statusPublished - 2024
Externally publishedYes

Keywords

  • arbitrary fading
  • correlation
  • Fluid antenna system
  • Gaussian copula
  • outage probability
  • SISO

Fingerprint

Dive into the research topics of 'A Gaussian Copula Approach to the Performance Analysis of Fluid Antenna Systems'. Together they form a unique fingerprint.

Cite this