Effective age of information in real-time wireless feedback control systems  被引量:4

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作  者:Bo CHANG Burak KIZILKAYA Liying LI Guodong ZHAO Zhi CHEN Muhammad Ali IMRAN 

机构地区:[1]School of Engineering,University of Glasgow,Glasgow G128QQ,UK [2]National Key Laboratory on Communications,University of Electronic Science and Technology of China(UESTC),Chengdu 611731,China [3]Department of Mathematics,Physics and Electrical Engineering,Northumbria University,Newcastle upon Tyne NE18ST,UK

出  处:《Science China(Information Sciences)》2021年第2期82-95,共14页中国科学(信息科学)(英文版)

基  金:supported in part by National Natural Science Foundation of China(Grant No.61631004)。

摘  要:Ultra-reliable and low-latency communication(URLLC)is one of the most important scenarios in forthcoming fifth generation(5 G)cellular networks to ensure timely exchange of information and realize real-time wireless control.In URLLC,timely information update needs to be guaranteed since control performance,e.g.,control cost and stability,is directly determined by timely control information update.In this paper,we introduce an effective age of information(EAoI)to evaluate the timeliness of information update in control process.We consider the control process with two phases:sensor to controller phase and controller to actuator phase.We adopt first-generate-first-serve(FGFS)M/M/1/1→M/M/1/2 and FGFS M/M/1/1~*→M/M/1/2~*tandem queuing models to represent control process and we use finitestate Markov chains to describe control information updates.By studying state transitions,we calculate the average EAoI for both tandem queuing models.More importantly,we analyze throughput of wireless control systems and its relationship with average EAoI,which provides a guideline for URLLC system design in real-time feedback control systems.Simulation results show the advantage of using EAoI.

关 键 词:age of information COMMUNICATIONS feedback control QUEUING THROUGHPUT URLLC 

分 类 号:TN929.5[电子电信—通信与信息系统]

 

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