Influence of Channel Fading and Capture for Performance Evaluation in Vehicular Communications

IF 2.1 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Canadian Journal of Electrical and Computer Engineering Pub Date : 2023-11-29 DOI:10.1109/ICJECE.2023.3308478
A. F. M. Shahen Shah;Muhammet Ali Karabulut;Haci Ilhan;Ufuk Tureli
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Abstract

Autonomy and intelligent transportation systems (ITSs) have recently received increased interest for vehicular ad hoc networks (VANETs). In addition, the impending 5G and 6G technologies will result in substantial advancements for VANETs. The IEEE 802.11p summarizes specifications of physical (PHY) and medium access control (MAC) layers for VANETs. Although IEEE 802.11p MAC performance has been investigated, analytical methods need improvement. Bit error and channel capture influence the performance of vehicular communications in real-world transmission. These effects are investigated separately in previous works. In this article, an extensive study is provided that integrates these two major factors. In VANETs, the influence of channel fading and capture on IEEE 802.11p is investigated analytically using a Markov chain model. For Nakagami-m, Rayleigh, and Rician fading channels, performance-impacting factors are considered, and the relationships between parameters as well as performance metrics are derived. The probability of unsuccessful and successful transmission, outage probability, probability of frame capture, throughput, bit error rate (BER), and delay terms are attained. Moreover, simulation results are provided, which verify analytical studies.
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信道衰落和捕获对车载通信性能评估的影响
最近,自动驾驶和智能交通系统(ITS)越来越受到车辆特设网络(VANET)的关注。此外,即将到来的 5G 和 6G 技术也将为 VANET 带来巨大的进步。IEEE 802.11p 总结了 VANET 物理层(PHY)和介质访问控制层(MAC)的规范。虽然已经对 IEEE 802.11p MAC 性能进行了研究,但分析方法仍需改进。比特误差和信道捕获会影响实际传输中的车载通信性能。这些影响在以前的著作中分别进行了研究。本文将对这两个主要因素进行综合研究。在 VANET 中,使用马尔科夫链模型分析研究了信道衰落和捕获对 IEEE 802.11p 的影响。对于 Nakagami-m、Rayleigh 和 Rician 衰落信道,考虑了影响性能的因素,并得出了参数之间的关系以及性能指标。得出了不成功和成功传输的概率、中断概率、帧捕获概率、吞吐量、误码率 (BER) 和延迟项。此外,还提供了验证分析研究的模拟结果。
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