AoI-Minimal Power and Trajectory Optimization for UAV-Assisted Wireless Networks

被引:1
|
作者
Zhang, Xin [1 ]
Hu, Yun [3 ]
Chang, Zheng [1 ,2 ]
Min, Geyong [4 ]
机构
[1] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu 611731, Peoples R China
[2] Univ Jyvaskyla, Fac Informat Technol, POB 35, FIN-40014 Jyvaskyla, Finland
[3] Xidian Univ, Natl Demonstrat Ctr Expt Elect Informat & Commun, Xian 710071, Peoples R China
[4] Univ Exeter, Dept Comp Sci, Exeter EX4 4QF, Devon, England
关键词
Unmanned aerial vehicle; data freshness; power optimization; trajectory optimization; wireless sensor networks;
D O I
10.1109/WCNC55385.2023.10118798
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider an Internet of Things (IoT) system where the employed unmanned aerial vehicle (UAV) carries edge computing server to perform data collection and execution for multiple IoT nodes (INs). For such a network, UAV trajectory and uplink transmission power optimization are integrated to minimize the Age of Information (AoI) of the results returned to all ground INs subject to energy consumption limitations. Due to the non-convex nature of the formulated problem, it is divided into two subproblems, which are respectively solved by Lagrangian dual and convex optimization methods, and block coordinate descent method is applied to solve the overall problem. Simulation results show that the proposed algorithm achieves the lowest average AoI of all INs compared with other schemes. The results also reveal the relationship between the average AoI and the number of INs and advantages of the proposed scheme.
引用
收藏
页数:6
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