Maintaining Data Freshness in Multi-channel Multi-hop Wireless Networks

被引:0
作者
Xie, Qinglin [1 ]
Li, Yingyan [1 ]
Chai, Yuan [1 ]
Chen, Quan [1 ]
Zhang, Fanlong [1 ]
Tao, Yongchao [2 ]
机构
[1] Guangdong Univ Technol, Sch Comp Sci & Technol, Guangzhou, Peoples R China
[2] Shenzhen Acad Aerosp Technol, Shenzhen, Peoples R China
来源
WEB AND BIG DATA, APWEB-WAIM 2024, PT IV | 2024年 / 14964卷
关键词
Age of information; Multi-hop wireless network; Multi-channel; Data Collection; INFORMATION; AGE;
D O I
10.1007/978-981-97-7241-4_19
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Age of Information (AoI) has emerged as a new metric to quantify the freshness of data and has attracted extensive interests recently. In this paper, we investigate the first work of optimizing average AoI for data collection in a sink-based wireless networks. The problem of optimizing the average AoI of the entire network by allocating channels in an OFDM-based network is formulated. Secondly, the average AoI under the line topology is theoretically analyzed, which takes channel allocation, multi-hop routing, and queuing models into account, and the corresponding channel allocation scheduling algorithm under such a topology is studied. Then, the AoI aware channel allocation algorithm with a theoretical bound for the network with tree topology is proposed. Finally, the numerical results show that the proposed algorithm can achieve high performance in terms of AoI.
引用
收藏
页码:294 / 308
页数:15
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