An Optimal Controller Design for CPS with Stochastic Time Delay

Leilei Lou, Xu Zhang, Dongbin Wang
{"title":"An Optimal Controller Design for CPS with Stochastic Time Delay","authors":"Leilei Lou, Xu Zhang, Dongbin Wang","doi":"10.1109/MSN.2016.061","DOIUrl":null,"url":null,"abstract":"Since Cyber-Physical System(CPS) is defined as integrations of computation, communication and control to physical processes, the communication plays an important role in such system. Compared with the traditional control system, the control in CPS is very difficult because the communication networks inevitably introduce variable time delays and possible lost of samples. In Networked Control System(NCS), there are some related works to discuss the problem of time delay. However it still needs to evaluate and improve those existing schemes in CPS. In this paper, a novel dynamic timeout scheme and actuator compensation by using a hidden Markov model for the time delay to reduce the influence of random time delays has been proposed. Simulation results on TrueTime 2.0 demonstrate the feasibility and effectiveness of this networked real-time control strategy.","PeriodicalId":135328,"journal":{"name":"2016 12th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 12th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MSN.2016.061","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Since Cyber-Physical System(CPS) is defined as integrations of computation, communication and control to physical processes, the communication plays an important role in such system. Compared with the traditional control system, the control in CPS is very difficult because the communication networks inevitably introduce variable time delays and possible lost of samples. In Networked Control System(NCS), there are some related works to discuss the problem of time delay. However it still needs to evaluate and improve those existing schemes in CPS. In this paper, a novel dynamic timeout scheme and actuator compensation by using a hidden Markov model for the time delay to reduce the influence of random time delays has been proposed. Simulation results on TrueTime 2.0 demonstrate the feasibility and effectiveness of this networked real-time control strategy.
随机时滞CPS的最优控制器设计
由于信息物理系统(CPS)被定义为对物理过程的计算、通信和控制的集成,通信在该系统中起着重要的作用。与传统的控制系统相比,由于通信网络不可避免地引入了可变时延和可能的样本丢失,CPS的控制非常困难。在网络控制系统(NCS)中,已有一些相关工作对时延问题进行了讨论。然而,它仍然需要评估和改进现有的CPS方案。为了减小随机时滞的影响,提出了一种基于隐马尔可夫时滞模型的动态超时补偿方案。在TrueTime 2.0上的仿真结果验证了该网络实时控制策略的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信