Average Age of Information of Irregular Repetition Slotted ALOHA

被引:11
|
作者
Munari, Andrea [1 ]
Frolov, Alexey [2 ]
机构
[1] German Aerosp Ctr DLR, Inst Commun & Nav, D-82234 Wessling, Germany
[2] Skolkovo Inst Sci & Technol, Ctr Computat & Data Intens Sci & Engn, Moscow 121205, Russia
基金
俄罗斯科学基金会;
关键词
FINITE-LENGTH;
D O I
10.1109/GLOBECOM42002.2020.9322355
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Flanking traditional metrics such as throughput and reliability, age of information (AoI) is emerging as a fundamental tool to capture the performance of IoT systems. In this context, we focus on a setup in which a large number of nodes attempt delivery of time-stamped updates to a common destination over a shared channel, and investigate the ability of different grant-free access strategies to maintain fresh information at the receiver. Specifically, we derive for the first time an exact closed-form expression of the average AoI achieved by irregular repetition slotted ALOHA (IRSA), and compare its performance to that of a slotted ALOHA approach. Our analysis reveals the potential of modern random access schemes, and pinpoints some fundamental trade-offs, providing useful hints for proper system design.
引用
收藏
页数:6
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