Cooperative awareness and its evolution to collective perception is one of the key building blocks of the Intelligent Transportation Systems (ITS). Cooperative awareness is achieved by continuously exchanging update messages between neighboring nodes (vehicles, pedestrians, infrastructure) interacting on the road. A promising technology designed to support cooperative awareness is 5G NR-V2X, which enables sidelink communications through its Mode 2 operation mode. In Mode 2, vehicles can use Semi-Persistent Scheduling (SPS) to autonomously select and reserve resources to transmit successive messages. While the general performance of SPS has been studied recently, the impact of the persistence on the freshness of update messages has not been investigated. In this paper, we aim to answer the following question: is persistence beneficial in terms of the average Age of Information (AoI) metric? To this end, we define a simplified model of the SPS that lends itself to analytical evaluation and optimization. Comparison with simulations shows that the model is quite accurate and robust. Using this model, we obtain evidence for the existence of an optimal persistence level, which is not apparent when looking at other performance metrics, such as throughput or simply Peak AoI (PAoI). The optimal persistence probability emerges when looking at the system through the lens of average AoI

Impact of Persistence on the Age of Information in 5G NR-V2X Sidelink Communications / Rolich, Alexey; Turcanu, Ion; Vinel, Alexey; Baiocchi, Andrea. - (2023), pp. 15-23. (Intervento presentato al convegno 21st Mediterranean Communication and Computer Networking Conference (MedComNet 2023) tenutosi a Ponza, Italy) [10.1109/MedComNet58619.2023.10168874].

Impact of Persistence on the Age of Information in 5G NR-V2X Sidelink Communications

Alexey Rolich
Primo
;
Andrea Baiocchi
Ultimo
2023

Abstract

Cooperative awareness and its evolution to collective perception is one of the key building blocks of the Intelligent Transportation Systems (ITS). Cooperative awareness is achieved by continuously exchanging update messages between neighboring nodes (vehicles, pedestrians, infrastructure) interacting on the road. A promising technology designed to support cooperative awareness is 5G NR-V2X, which enables sidelink communications through its Mode 2 operation mode. In Mode 2, vehicles can use Semi-Persistent Scheduling (SPS) to autonomously select and reserve resources to transmit successive messages. While the general performance of SPS has been studied recently, the impact of the persistence on the freshness of update messages has not been investigated. In this paper, we aim to answer the following question: is persistence beneficial in terms of the average Age of Information (AoI) metric? To this end, we define a simplified model of the SPS that lends itself to analytical evaluation and optimization. Comparison with simulations shows that the model is quite accurate and robust. Using this model, we obtain evidence for the existence of an optimal persistence level, which is not apparent when looking at other performance metrics, such as throughput or simply Peak AoI (PAoI). The optimal persistence probability emerges when looking at the system through the lens of average AoI
2023
21st Mediterranean Communication and Computer Networking Conference (MedComNet 2023)
5G NR-V2X; sidelink communications; age of information; semi-persistent scheduling; V2X communications; autonomous resource selection
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Impact of Persistence on the Age of Information in 5G NR-V2X Sidelink Communications / Rolich, Alexey; Turcanu, Ion; Vinel, Alexey; Baiocchi, Andrea. - (2023), pp. 15-23. (Intervento presentato al convegno 21st Mediterranean Communication and Computer Networking Conference (MedComNet 2023) tenutosi a Ponza, Italy) [10.1109/MedComNet58619.2023.10168874].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1680617
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