Robust Adaptive Observer-Based Predictive Control for a Non-Linear Delayed Bilateral Teleoperation System

被引:0
|
作者
Chan, Linping [1 ]
Liu, Yang [1 ]
Huang, Qingqing [1 ,2 ]
Wang, Ping [1 ,2 ]
机构
[1] Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Chongqing 400065, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Inst Ind Internet, Chongqing 401120, Peoples R China
来源
IEEE ACCESS | 2022年 / 10卷
关键词
Delay effects; Robots; Delays; Adaptive systems; Adaptation models; Force; Communication channels; Delay compensation; disturbance suppression; adaptive Smith predictor; sliding mode control; improved extended active observer; TELEROBOTIC SYSTEM; CONTROL DESIGN; TIME; TRACKING; COMPENSATION;
D O I
10.1109/ACCESS.2022.3174871
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a new robust adaptive nonlinear teleoperation system using an improved extended active observer (IEAOB), adaptive Smith predictor (ASP) and sliding mode control is developed to address the time delay in the communication channels and the nonlinear robot model uncertainties. Firstly, an ASP based on Pade approximation and active observer is designed to compensate for the time delay effect. Specifically, the total network time delay is modelled by Pade approximation, and then an active observer is deployed to estimate the time delay. To ensure the time-varying delay effect is completely suppressed, a sliding mode control algorithm is further developed. The main added value of this teleoperation approach is that it requires neither specific mathematic delay-time model, nor strict assumptions on time delay from a practical point of view. Finally, the stability of the designed teleoperation system is theoretically studied and the system effectiveness is demonstrated by applying it to a pair of Phantom Omni haptic devices connected via a communication channel with time-varying delays.
引用
收藏
页码:52294 / 52305
页数:12
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