Optimizing Freshness of Information: On Minimum Age Link Scheduling in Wireless Systems

被引:0
|
作者
He, Qing [1 ]
Yuan, Di [1 ,2 ]
Ephremides, Anthony [1 ,2 ]
机构
[1] Linkoping Univ, Dept Sci & Technol, S-58183 Linkoping, Sweden
[2] Univ Maryland, Syst Res Inst, College Pk, MD 20742 USA
来源
2016 14TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT) | 2016年
关键词
Age of information; link scheduling; optimization; wireless networks; POWER-CONTROL;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
There is a growing interest in age of information, which is a newly introduced metric that measures the freshness of information in communication systems. We investigate the age of information in wireless networks and propose the novel approach of optimizing the scheduling strategy to deliver the information as timely as possible. We consider a set of links that share a common channel, each containing a number of packets with time stamps, and address the scheduling problem with the objective of minimizing the overall information age. We model this problem mathematically and prove it is NP-hard in general. Fundamental insights including tractable cases and optimality conditions are presented. An integer linear programming formulation is provided for performance benchmarking. Moreover, a steepest age decent algorithm with better scalability is developed. Numerical study shows that, by employing the optimal schedule, the overall information age is significantly reduced in comparison to other scheduling strategies.
引用
收藏
页码:115 / 122
页数:8
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