TY - GEN
T1 - Variable-horizon based Model Predictive Control for Tele-operation with Time-varying Delay
AU - Arai, Hiroki
AU - Nagakura, Hiroki
AU - Uchimura, Yutaka
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/6
Y1 - 2020/6
N2 - This paper proposes a variable-Horizon based model predictive control (MPC) to compensate for a system with timevarying delay. The proposed method makes use of a prediction model to estimate a controlled object's future state. Suppose time delay varies, the local-side prediction assumes the worstcase delay Most packets however arrive within the worst-case maximum delay. Waiting for the timing until the maximum time runs out is inefficient. Instead, this paper proposes using the early-arriving packets to produce the remote-side reference trajectory for MPC. This paper's contribution is a proposal for a framework for MPC to deal with varying horizons. The method's performance was evaluated by numerical simulations and remotecontrol experiments with a human operated mobile robot.
AB - This paper proposes a variable-Horizon based model predictive control (MPC) to compensate for a system with timevarying delay. The proposed method makes use of a prediction model to estimate a controlled object's future state. Suppose time delay varies, the local-side prediction assumes the worstcase delay Most packets however arrive within the worst-case maximum delay. Waiting for the timing until the maximum time runs out is inefficient. Instead, this paper proposes using the early-arriving packets to produce the remote-side reference trajectory for MPC. This paper's contribution is a proposal for a framework for MPC to deal with varying horizons. The method's performance was evaluated by numerical simulations and remotecontrol experiments with a human operated mobile robot.
UR - http://www.scopus.com/inward/record.url?scp=85089514801&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85089514801&partnerID=8YFLogxK
U2 - 10.1109/ISIE45063.2020.9152502
DO - 10.1109/ISIE45063.2020.9152502
M3 - Conference contribution
AN - SCOPUS:85089514801
T3 - IEEE International Symposium on Industrial Electronics
SP - 586
EP - 591
BT - 2020 IEEE 29th International Symposium on Industrial Electronics, ISIE 2020 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 29th IEEE International Symposium on Industrial Electronics, ISIE 2020
Y2 - 17 June 2020 through 19 June 2020
ER -