Age of Information in Symmetric Broadcast Networks with Stochastic Packet Arrivals

被引:0
作者
Asvadi, Sepehr [1 ]
Ashtiani, Farid [1 ]
机构
[1] Sharif Univ Technol, EE Dept, Tehran, Iran
来源
2024 12TH IRAN WORKSHOP ON COMMUNICATION AND INFORMATION THEORY, IWCIT | 2024年
关键词
Age of information (AoI); broadcast network; stochastic hybrid system (SHS); scheduling policy;
D O I
10.1109/IWCIT62550.2024.10553088
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work, we study the age of information (AoI) in time-slotted symmetric broadcast networks with d information streams (i.e., source-destination pairs), where all streams have the same parameters, such as packet generation rate. By following a discrete-time stochastic hybrid system (DT-SHS) modeling approach, we derive the average AoI for the max-age-first-with-no-buffer (MAF-WNB) and persistent-round-robin-last-generated-first-served (PRR-LGFS) policies, where the latter does not need any knowledge about the AoI of the streams. We also compare the performance of these policies with the max-age-first-LGFS (MAF-LGFS) and max-value-first-LGFS (MVF-LGFS) policies, which have been shown to achieve near-optimal performance in some special scenarios. Our results indicate that for high values of d or the packet generation rate, the PRR-LGFS and MAF-LGFS policies perform closely, and the MAF-WNB policy outperforms the other ones in general.
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页数:6
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