Optimal control in teleoperation systems with time delay: A singular perturbation approach

被引:9
|
作者
Erfani, Ali [1 ]
Rezaei, Sara [2 ]
Pourseifi, Mehdi [3 ]
Derili, Hesameldien [4 ]
机构
[1] Islamic Azad Univ, Nazar Abad Ctr, Dept Engn, Nazar Abad, Alborz, Iran
[2] Islamic Azad Univ, Arak Branch, Dept Engn, Arak, Iran
[3] Univ Imam Ali, Fac Engn, Tehran, Iran
[4] Islamic Azad Univ, Karaj Branch, Coll Sci, Dept Math, Alborz, Iran
关键词
Teleoperation system; Time delay; Optimal control; Singular perturbation; Transparency; BILATERAL TELEOPERATION; VARYING DELAY; STATE CONVERGENCE; STABILITY; TRACKING; SYNCHRONIZATION; UNCERTAINTIES; ALGORITHM; POSITION; CRITERIA;
D O I
10.1016/j.cam.2018.01.026
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The main goal of controller design in teleoperation systems is to achieve optimal performance, transparency and stability in presence of factors such as time delay in communication channel and modeling uncertainties. The teleoperation systems usually have complex dynamic. Consequently, differential equation solution of optimal control problem is difficult and complex for them. This paper presents a novel method for designing optimal controller based on singular perturbation framework for these systems. Firstly, we use the Taylor expansion to model the time delay, with considering time delay term; we derive a singular perturbation formulation for the teleoperation system. Using singular perturbation model and Chang decoupling transformation, singularly perturbed differential equations of optimal control problem is decomposed into the reduced order slow and fast differential equations. A formula is obtained that produces the solution of original differential equations of optimal control problem in terms of solutions of the slow and fast reduced order matrix differential equations. The reduced-order differential equations decrease the complexity of the optimal control problem for teleoperation systems. The simulations verify the effectiveness of the proposed control method and excellent performances tracking with high speed and small control signal. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:168 / 184
页数:17
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