Age-Optimal UAV Scheduling for Data Collection With Battery Recharging

被引:27
作者
Ahani, Ghafour [1 ]
Yuan, Di [1 ]
Zhao, Yixin [2 ]
机构
[1] Uppsala Univ, Dept Informat Technol, SE-75121 Uppsala, Sweden
[2] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
关键词
Batteries; Data collection; Measurement; Heuristic algorithms; Cost function; Topology; Processor scheduling; Age of information; data collection; path planning; scheduling; UAV;
D O I
10.1109/LCOMM.2020.3047909
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
We study route scheduling of a UAV for data collection from sensor nodes (SNs) with battery recharging. The freshness of the collected information is captured by the metric of age of information (AoI). The objective is to minimize the average AoI cost of all SNs over a scheduling time horizon. We prove that the problem in its general form is NP-hard. Then, for a special case of the problem, we prove that optimum can be computed in polynomial time. Next, we develop an algorithm based on graph labeling. Finally, we show the effectiveness of our algorithm in comparison to greedy scheduling.
引用
收藏
页码:1254 / 1258
页数:5
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