W. Lin, L. Li, J. Yuan, Z. Han, M. Juntti and T. Matsumoto, "Age-of-Information in First-Come-First-Served Wireless Communications: Upper Bound and Performance Optimization," in IEEE Transactions on Vehicular Technology, vol. 71, no. 9, pp. 9501-9515, Sept. 2022, doi: 10.1109/TVT.2022.3177298.
Age-of-information in first-come-first-served wireless communications : upper bound and performance optimization
|Author:||Lin, Wensheng1; Li, Lixin1; Yuan, Jinhong2;|
1School of Electronics and Information, Northwestern Polytechnical University, Xi’an, Shaanxi 710129, China
2School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW 2052, Australia
3Department of Electrical and Computer Engineering at the University of Houston, Houston, TX 77004 USA
4Department of Computer Science and Engineering, Kyung Hee University, Seoul 446-701, South Korea
5Centre for Wireless Communications, University of Oulu, 90014 Oulu, Finland
6IMT Atlantique Bretagne Pays de la Loire, 4 Rue Alfred Kastler, 44300 Nantes, France
7Japan Advanced Institute of Science and Technology, Japan
|Online Access:||PDF Full Text (PDF, 2.5 MB)|
|Persistent link:|| http://urn.fi/urn:nbn:fi-fe2022062850250
Institute of Electrical and Electronics Engineers,
|Publish Date:|| 2022-06-28
This paper establishes an analytical framework for the upper bound on the average Age-of-Information (AoI) in first-come-first-served (FCFS) wireless communications where a certain level of outage probability is unavoidable. To begin with, we analyze the average AoI and derive a general upper bound for G/G/1 systems with a certain outage probability. Subsequently, for an M/M/1 system with the FCFS scheme, we obtain a concise closed-form expression of the upper bound, and further refine the upper bound after analyzing the relative error. Interestingly, it is found by the analysis that the relative error is independent of the service rate, and the upper bound becomes tighter as the outage probability increases. Based on the refined upper bound, we minimize the average AoI for the communications suffering from block Rayleigh fading. We derive a closed-form expression of the outage probability over a fading channel, and then prove that the refined upper bound is a convex function with respect to the average update generating rate. Consequently, we optimize the AoI performance by solving a convex optimization problem formulated utilizing the refined upper bound expression. The numerical results indicate that the minimum average AoI can be reduced by either increasing the service rate or the transmission power.
IEEE transactions on vehicular technology
|Pages:||9501 - 9515|
|Type of Publication:||
A1 Journal article – refereed
|Field of Science:||
213 Electronic, automation and communications engineering, electronics
This work was supported in part by National Natural Science Foundation of China (NSFC) under Grant 62001387, in part by Shanghai Academy of Spaceflight Technology (SAST) under Grant SAST2020124, in part by French National
Research Agency Future program under reference ANR-10-LABX-07-01, in part by NSF CNS-2107216 and CNS-2128368, in part by the Australian Research Council (ARC) Discovery Projects under Grant DP190101363, in
part by the ARC Linkage Project under Grant LP170101196, and in part by the Academy of Finland 6G Flagship program under Grant 346208.
|Academy of Finland Grant Number:||
346208 (Academy of Finland Funding decision)
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