TY - JOUR
T1 - Virtual–Physical Tracking Control for a Car-Like Mobile Robot Based on Digital Twin Technology
AU - Zhao, Ling
AU - Nie, Zixing
AU - Xia, Yuanqing
AU - Li, Hongbo
N1 - Publisher Copyright:
IEEE
PY - 2024
Y1 - 2024
N2 - In this article, a digital twin system is investigated to achieve virtual–physical tracking control for a carlike mobile robot (CLMR). The digital twin system consisted of a physical entity, a virtual entity, and a virtual–physical interaction module for the CLMR. The virtual–physical tracking control is used to complete motion mapping from the physical entity to the virtual entity. Although external disturbances acting on the physical entity are different from the virtual entity, only one nonlinear extended state observer is designed in this article, which is suitable in estimating the external disturbances for both the physical and the virtual entities. A backstepping controller and an integral sliding mode controller are designed for both the physical and the virtual entities to realize motion mapping. Experiment results show effectiveness and superiority of the virtual–physical tracking control by digital twin technology for the CLMR.
AB - In this article, a digital twin system is investigated to achieve virtual–physical tracking control for a carlike mobile robot (CLMR). The digital twin system consisted of a physical entity, a virtual entity, and a virtual–physical interaction module for the CLMR. The virtual–physical tracking control is used to complete motion mapping from the physical entity to the virtual entity. Although external disturbances acting on the physical entity are different from the virtual entity, only one nonlinear extended state observer is designed in this article, which is suitable in estimating the external disturbances for both the physical and the virtual entities. A backstepping controller and an integral sliding mode controller are designed for both the physical and the virtual entities to realize motion mapping. Experiment results show effectiveness and superiority of the virtual–physical tracking control by digital twin technology for the CLMR.
KW - Car-like mobile robot (CLMR)
KW - digital twin
KW - extended state observer (ESO)
KW - virtual–physical tracking control
UR - http://www.scopus.com/inward/record.url?scp=85191707109&partnerID=8YFLogxK
U2 - 10.1109/TIE.2024.3384585
DO - 10.1109/TIE.2024.3384585
M3 - Article
AN - SCOPUS:85191707109
SN - 0278-0046
SP - 1
EP - 9
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
ER -