Optimal Resource Allocation for Wireless Powered Sensors: A Perspective From Age of Information

被引:10
|
作者
Gu, Qi [1 ,2 ]
Wang, Gongpu [1 ]
Fan, Rongfei [3 ]
Li, Fudong [4 ]
Jiang, Hai [4 ]
Zhong, Zhangdui [5 ]
机构
[1] Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
[2] China Mobile Res Inst, Future Mobile Technol Lab, Beijing 100053, Peoples R China
[3] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[4] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 1H9, Canada
[5] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
Sensors; Wireless sensor networks; Energy harvesting; Wireless communication; Data communication; Channel allocation; Monitoring; Wireless power transfer; energy harvesting; age of information; NETWORKS; INTERNET;
D O I
10.1109/LCOMM.2020.3010324
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
We investigate a wireless powered sensor network, in which multiple sensors generate data and send their data to a base station (BS) periodically. Each sensor first harvests energy from the BS via wireless power transfer and then uses its available energy to transmit to the BS its data. We target minimal average age of information, by optimizing the energy harvesting time and the bandwidth allocation during the sensors' transmissions. The research problem is hard to solve, as some notations in the problem do not have a closed-form expression. To optimally solve the problem, we first show that there is a one-to-one mapping from the energy harvesting time to the bandwidth allocation. We also develop a method to obtain the bandwidth allocation vector corresponding to each value of the energy harvesting time. Then we get the optimal energy harvesting time by investigating and comparing different sub-regions of energy harvesting time. Numerical results show optimality of our solution and its performance gain over a benchmark scheme based on the traditional threshold-based method.
引用
收藏
页码:2559 / 2563
页数:5
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