The Age-of-Information Distribution in Slotted ALOHA

被引:0
|
作者
Fiems, Dieter [1 ]
Vinel, Alexey [2 ]
机构
[1] Univ Ghent, Dept Telecommun & Informat Proc, B-9000 Ghent, Belgium
[2] Karlsruhe Inst Technol KIT, Inst Appl Informat & Formal Descript Methods, D-76131 Karlsruhe, Germany
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Information age; Random variables; Standards; Relays; Receivers; Protocols; Markov processes; Autonomous vehicles; Ad hoc networks; Wireless communication; Age of information (AoI); probability generating function; slotted ALOHA; ACCESS; NETWORKS; COMMUNICATION; INTERNET; COORDINATION; TECHNOLOGIES; CHALLENGES;
D O I
10.1109/ACCESS.2024.3486769
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Age-of-Information (AoI) is a new performance metric for critical networked cyber-physical systems (CPS), where performance depends on how quickly fresh data is received in update packets. When multiple users communicate these updates over a shared channel in a random access manner, packet losses can occur due to overlapping transmissions. In this study, we analyse the AoI for slotted ALOHA, which is the classical medium access control protocol in communication networks. Our stochastic analysis provides exact results for the moments of the AoI at random slot boundaries and for the peak AoI, which is different from previous studies that rely on approximations. Additionally, we provide a recursive algorithm to calculate the probability mass function of the AoI. Finally, we explore how packet arrival and transmission probabilities impact the AoI through a numerical example. Our results, which characterise the AoI distribution in random access channels, have significant implications for the safety assessment of CPS in critical scenarios.
引用
收藏
页码:159462 / 159472
页数:11
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