Second Order Statistics of -Fisher-Snedecor Distribution and Their Application to Burst Error Rate Analysis of Multi-Hop Communications

被引:10
作者
Stefanovic, Caslav M. [1 ]
Garcia Armada, Ana [1 ]
Costa-Perez, Xavier [2 ,3 ,4 ]
机构
[1] Univ Carlos III Madrid, Dept Signal Theory & Commun, Leganes 28911, Spain
[2] i2CAT Fdn, Barcelona 08034, Spain
[3] ICREA, Barcelona 08010, Spain
[4] NEC Labs Europe, 6G, Barcelona 08034, Spain
来源
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY | 2022年 / 3卷
关键词
5G; 6G; burst error rate; composite fading model (CFM); Fisher-Snedecor (FS) F distribution; second-order (s-order) statistics; vehicular communications; AVERAGE FADE DURATION; LEVEL-CROSSING RATE; PHYSICAL-LAYER SECURITY; HIGHER-ORDER STATISTICS; PERFORMANCE ANALYSIS; RANDOM-VARIABLES; ALPHA-MU; RAYLEIGH; KAPPA; INTERFERENCE;
D O I
10.1109/OJCOMS.2022.3224835
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An advantage of using the composite fading models (CFMs) is their ability to concurrently address the impact of multi-path and shadowing phenomena on the system performance in wireless communications. A Fisher-Snedecor (FS) F CFM has been recently proposed as an experimentally verified and tractable fading model that can be efficiently applied for 5G and beyond 5G wireless communication systems. This paper provides second-order (s-order) performance analysis of the product of N independent but not identically distributed (i.n.i.d) FS F random variables (RVs). In particular, accurate and closed form approximations for level crossing rate (LCR) and average fade duration (AFD) of the product of N i.n.i.d FS F (N-FS F) RVs are successfully derived by exploiting a general property of a Laplace approximation method for evaluation of the N-folded integral-form LCR expression. Based on the obtained s-order statistical results, the burst error rate and maximum symbol rate of the N-FS F distribution are addressed and thoroughly examined. The numerical results of the considered performance measures are discussed in relation to the N-FS F multi-path and shadowing severity parameters. Moreover, the impact of the number of hops (N) of the N-FS F CFM on the s-order metrics, the burst error rate and maximum symbol rate are numerically evaluated and investigated. The derived s-order statistical results can be used to address the cooperative relay-assisted (RA) communications for vehicular systems. Monte-Carlo (M-C) simulations for the addressed statistical measures are developed in order to confirm the provided theoretical results.
引用
收藏
页码:2407 / 2424
页数:18
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