TY - GEN
T1 - Tele-driving including time-varying delay based on MPC with stability constraints
AU - Nagakura, Hiroki
AU - Hatori, Yuhei
AU - Uchimura, Yutaka
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/10/13
Y1 - 2021/10/13
N2 - In this paper, we propose a compensation method of a tele-driving system containing time-varying delay based on model predictive control(MPC). Especially, we aim at the improvement of tracking performance and response and the stabilization of the system including MPC. The difference between the input to the prediction model and the input to the plant is reflected in the cost function of the MPC to improve the responsiveness of the system. The MPC controller is designed to maintain the stability by imposing constraints of the bounded inputs through the introduction of a virtual substitute controller. The performance of the proposed method is evaluated by numerical simulations and experiments with human operators.
AB - In this paper, we propose a compensation method of a tele-driving system containing time-varying delay based on model predictive control(MPC). Especially, we aim at the improvement of tracking performance and response and the stabilization of the system including MPC. The difference between the input to the prediction model and the input to the plant is reflected in the cost function of the MPC to improve the responsiveness of the system. The MPC controller is designed to maintain the stability by imposing constraints of the bounded inputs through the introduction of a virtual substitute controller. The performance of the proposed method is evaluated by numerical simulations and experiments with human operators.
KW - Kalman filter
KW - model predictive control
KW - stability
KW - tele-driving
KW - time-varying delay
UR - http://www.scopus.com/inward/record.url?scp=85119528135&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85119528135&partnerID=8YFLogxK
U2 - 10.1109/IECON48115.2021.9589762
DO - 10.1109/IECON48115.2021.9589762
M3 - Conference contribution
AN - SCOPUS:85119528135
T3 - IECON Proceedings (Industrial Electronics Conference)
BT - IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society
PB - IEEE Computer Society
T2 - 47th Annual Conference of the IEEE Industrial Electronics Society, IECON 2021
Y2 - 13 October 2021 through 16 October 2021
ER -