TY - JOUR
T1 - Communication Quality Estimation Observer
T2 - An Approach for Integrated Communication Quality Estimation and Control for Digital-Twin-Assisted Cyber-Physical Systems
AU - Kubo, Ryogo
N1 - Funding Information:
This work was supported in part by JSPS KAKENHI Grant Number 18K11275 and Keio Gijuku Academic Development Funds. The author would like to thank laboratory members for their fruitful discussions.
Publisher Copyright:
© 2022 The Institute of Electronics, Information and Communication Engineers.
PY - 2022/10
Y1 - 2022/10
N2 - 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.
AB - 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.
KW - communication quality
KW - cyber-physical system
KW - digital twin
KW - disturbance observer
KW - networked control system
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U2 - 10.1587/transcom.2021MEI0003
DO - 10.1587/transcom.2021MEI0003
M3 - Article
AN - SCOPUS:85139598591
SN - 0916-8516
VL - E105B
SP - 1139
EP - 1153
JO - IEICE Transactions on Communications
JF - IEICE Transactions on Communications
IS - 10
ER -