On the Information Freshness of A Two-Sensor Status Update SystemVisa övriga samt affilieringar
2023 (Engelska)Ingår i: 2023 IEEE 98TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-FALL, IEEE , 2023Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]
This work studies the average Age of Information (AoI) of a remote monitoring system in which two sensors observe the same physical process and update the status to a common monitor using orthogonal channels. While using redundant devices to update the status of a process can improve the information timeliness at the monitor, the out-of-order arrivals of updates impose a challenge to the AoI analysis. We first model the system as two parallel M/M/1/1 queues. By leveraging tools from stochastic hybrid systems, we obtain analytically the average AoI of the system. In particular, when the arrival or service rates are the same for the two sensors, the average AoI is given in closed form. Our analysis reveals that the average AoI of the considered system is reduced by 16.44% compared to the single-sensor system when the arrival and service rates are equal to 1. Numerical results show that the considered system outperforms the M/M/2 system in average AoI at high arrival rates.
Ort, förlag, år, upplaga, sidor
IEEE , 2023.
Serie
IEEE Vehicular Technology Conference Proceedings, ISSN 2577-2465, E-ISSN 2577-2465
Nyckelord [en]
Age of information; Stochastic hybrid systems; Internet of Things
Nationell ämneskategori
Inbäddad systemteknik
Identifikatorer
URN: urn:nbn:se:liu:diva-201071DOI: 10.1109/VTC2023-Fall60731.2023.10333820ISI: 001133762500406ISBN: 9798350329285 (digital)ISBN: 9798350329292 (tryckt)OAI: oai:DiVA.org:liu-201071DiVA, id: diva2:1840390
Konferens
98th IEEE Vehicular Technology Conference (VTC-Fall), Hong Kong, HONG KONG, oct 10-13, 2023
Anmärkning
Funding Agencies|National Natural Science Foundation of China [62271092, 62001074]; Graduate Research and Innovation Foundation of Chongqing [CYB23050]; Fundamental Research Funds for the Central Universities [2023CDJXY-037]; Natural Science Foundation of Chongqing, China [CSTB2023NSCQ-MSX0933]; Chongqing Postdoctoral Special Research Program [2022CQB-SHTB2006]; Swedish Research Council (VR); ELLIIT; European Union (ETHER) [101096526]; Zenith
2024-02-232024-02-232024-02-23