Communication Quality Estimation Observer: An Approach for Integrated Communication Quality Estimation and Control for Digital-Twin-Assisted Cyber-Physical Systems
Cyber-physical systems (CPSs) assisted by digital twins (DTs) integrate sensing-actuation loops over communication networks in various infrastructure services and applications. This study overviews the concept, methodology, and applications of the integrated communication quality estimation and cont...
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Veröffentlicht in: | IEICE Transactions on Communications 2022/10/01, Vol.E105.B(10), pp.1139-1153 |
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description | Cyber-physical systems (CPSs) assisted by digital twins (DTs) integrate sensing-actuation loops over communication networks in various infrastructure services and applications. This study overviews the concept, methodology, and applications of the integrated communication quality estimation and control for the DT-assisted CPSs from both communications and control perspectives. The DT-assisted CPSs can be considered as networked control systems (NCSs) with virtual dynamic models of physical entities. A communication quality estimation observer (CQEO), which is an extended version of the communication disturbance observer (CDOB) utilized for time-delay compensation in NCSs, is proposed to estimate the integrated effects of the quality of services (QoS) and cyberattacks on the NCS applications. A path diversity technique with the CQEO is also proposed to achieve reliable NCSs. The proposed technique is applied to two kinds of NCSs: remote motor control and haptic communication systems. Moreover, results of the simulation on a haptic communication system show the effectiveness of the proposed approach. In the end, future research directions of the CQEO-based scheme are presented. |
doi_str_mv | 10.1587/transcom.2021MEI0003 |
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This study overviews the concept, methodology, and applications of the integrated communication quality estimation and control for the DT-assisted CPSs from both communications and control perspectives. The DT-assisted CPSs can be considered as networked control systems (NCSs) with virtual dynamic models of physical entities. A communication quality estimation observer (CQEO), which is an extended version of the communication disturbance observer (CDOB) utilized for time-delay compensation in NCSs, is proposed to estimate the integrated effects of the quality of services (QoS) and cyberattacks on the NCS applications. A path diversity technique with the CQEO is also proposed to achieve reliable NCSs. The proposed technique is applied to two kinds of NCSs: remote motor control and haptic communication systems. Moreover, results of the simulation on a haptic communication system show the effectiveness of the proposed approach. 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Commun.</addtitle><description>Cyber-physical systems (CPSs) assisted by digital twins (DTs) integrate sensing-actuation loops over communication networks in various infrastructure services and applications. This study overviews the concept, methodology, and applications of the integrated communication quality estimation and control for the DT-assisted CPSs from both communications and control perspectives. The DT-assisted CPSs can be considered as networked control systems (NCSs) with virtual dynamic models of physical entities. A communication quality estimation observer (CQEO), which is an extended version of the communication disturbance observer (CDOB) utilized for time-delay compensation in NCSs, is proposed to estimate the integrated effects of the quality of services (QoS) and cyberattacks on the NCS applications. A path diversity technique with the CQEO is also proposed to achieve reliable NCSs. The proposed technique is applied to two kinds of NCSs: remote motor control and haptic communication systems. Moreover, results of the simulation on a haptic communication system show the effectiveness of the proposed approach. In the end, future research directions of the CQEO-based scheme are presented.</description><subject>Actuation</subject><subject>Communication</subject><subject>Communication networks</subject><subject>communication quality</subject><subject>Communications systems</subject><subject>Control systems</subject><subject>cyber-physical system</subject><subject>Cyber-physical systems</subject><subject>digital twin</subject><subject>Digital twins</subject><subject>disturbance observer</subject><subject>Disturbance observers</subject><subject>Dynamic models</subject><subject>Network control</subject><subject>networked control system</subject><subject>Remote control</subject><issn>0916-8516</issn><issn>1745-1345</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkctu2zAQRYmgBeq4_YMuBGQtlw89qOxcx00MpHCLuGtiRI1sGhLlknQCfU9-NLKduNl1xcHgnkMMLiFfGZ2wVObfggPrdddOOOXs53xBKRUXZMTyJI2ZSNIPZEQLlsUyZdkncun9llImOeMj8jzr2nZvjYZgOhv93kNjQh_NfTDtabUsPbpHdNfR1EbT3c51oDdR3bloYQOuHQSsov9awB5CNriuObI3Zm0CNPHqydh46r3xR01foot_bXo_qJrooR-2rf9MPtbQePzy-o7Jnx_z1ewuvl_eLmbT-1iLJAtxKUBnCVDJalkJkJQxUSEUkGPOMSs1oyVNQaKs8qqArCpQ14Uo6iLnAkspxuTq5B1u_LtHH9S22zs7fKl4zgcdF7IYUskppV3nvcNa7dxwpesVo-pQh3qrQ72rY8AeTtjWB1jjGQIXjG7wHzRnNFXfD7LX6Z3lnNYbcAqteAGZpaIK</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>KUBO, Ryogo</creator><general>The Institute of Electronics, Information and Communication Engineers</general><general>Japan Science and Technology Agency</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope></search><sort><creationdate>20221001</creationdate><title>Communication Quality Estimation Observer: An Approach for Integrated Communication Quality Estimation and Control for Digital-Twin-Assisted Cyber-Physical Systems</title><author>KUBO, Ryogo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c346t-b3ac64a081f8d3a80113dea9a7e72e6bc10b05a8e8d7d9a6d9ecf939f9723eb83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Actuation</topic><topic>Communication</topic><topic>Communication networks</topic><topic>communication quality</topic><topic>Communications systems</topic><topic>Control systems</topic><topic>cyber-physical system</topic><topic>Cyber-physical systems</topic><topic>digital twin</topic><topic>Digital twins</topic><topic>disturbance observer</topic><topic>Disturbance observers</topic><topic>Dynamic models</topic><topic>Network control</topic><topic>networked control system</topic><topic>Remote control</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>KUBO, Ryogo</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEICE Transactions on Communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>KUBO, Ryogo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Communication Quality Estimation Observer: An Approach for Integrated Communication Quality Estimation and Control for Digital-Twin-Assisted Cyber-Physical Systems</atitle><jtitle>IEICE Transactions on Communications</jtitle><addtitle>IEICE Trans. Commun.</addtitle><date>2022-10-01</date><risdate>2022</risdate><volume>E105.B</volume><issue>10</issue><spage>1139</spage><epage>1153</epage><pages>1139-1153</pages><artnum>2021MEI0003</artnum><issn>0916-8516</issn><eissn>1745-1345</eissn><abstract>Cyber-physical systems (CPSs) assisted by digital twins (DTs) integrate sensing-actuation loops over communication networks in various infrastructure services and applications. This study overviews the concept, methodology, and applications of the integrated communication quality estimation and control for the DT-assisted CPSs from both communications and control perspectives. The DT-assisted CPSs can be considered as networked control systems (NCSs) with virtual dynamic models of physical entities. 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subjects | Actuation Communication Communication networks communication quality Communications systems Control systems cyber-physical system Cyber-physical systems digital twin Digital twins disturbance observer Disturbance observers Dynamic models Network control networked control system Remote control |
title | Communication Quality Estimation Observer: An Approach for Integrated Communication Quality Estimation and Control for Digital-Twin-Assisted Cyber-Physical Systems |
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