Minimizing Age of Information for an Energy Harvesting Cognitive Radio

被引:0
|
作者
Leng, Shiyang [1 ]
Yener, Aylin [1 ]
机构
[1] Penn State Univ, Sch Elect Engn & Comp Sci, Wireless Commun & Networking Lab WCAN, University Pk, PA 16802 USA
来源
2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC) | 2019年
关键词
NETWORKS; ACCESS;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This paper studies average age of information (AoI) minimization in cognitive radio energy harvesting communications. The secondary user is an energy harvesting sensor that harvests ambient energy with which it performs spectrum sensing and status updates. Status-update data is sent by opportunistically accessing the primary spectrum. Specifically, the secondary user aims to minimize the average AoI by adaptively making sensing and update decisions based on its energy availability and the availability of the primary spectrum. The sequential decision problem is formulated as a partially observable Markov decision process and solved by dynamic programming. The properties of the optimal sensing and updating policies are investigated and shown to have threshold structure. Numerical results confirm the analytical findings.
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页数:6
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