Title :
Disturbance observer based adaptive robust control of bilateral teleoperation systems under time delays
Author :
Zheng Chen ; Ya-Jun Pan ; Gu, Jhen-Fong
Author_Institution :
Dept. of Mech. Eng., Dalhousie Univ., Halifax, NS, Canada
Abstract :
Bilateral teleoperation technology has caused wide attentions due to its applications in various remote operation systems. However, to really realize teleoperation requirements, there still exist some challenging control issues: a) the communication delay between master and slave manipulators may lead to system instability or performance decreasing; b) in some applications, the sensors are not easily set up to measure the environmental external force; c) various manipulator modeling uncertainties need to be considered carefully in order to achieve good control performance. In this paper, the disturbance observer is designed based on the slave manipulator dynamics to observe the unmeasurable environmental force. When the environmental force is modeled as a general linear regression form, its unknown parameters can be estimated online by the least square adaptation law. A novel communication structure is proposed where only the master trajectory is transmitted to the slave side, and the transmission signal from the slave to the master is replaced by those estimated environmental parameters. This design can avoid solving the complicated passivity problem under communication delays and having the trade-off between the system stability and control performance, and thus has the potential of achieving the excellent control performance and the guaranteed robust stability simultaneously under arbitrary time delays. The sliding mode control and the force compensation of disturbance observer are integrated subsequently to deal with various manipulator modeling uncertainties, so that the excellent synchronization performance can be achieved. The simulation on single DOF manipulators is carried out and the results show the effectiveness of the proposed control algorithm.
Keywords :
adaptive control; delay systems; least mean squares methods; manipulators; observers; regression analysis; robust control; telerobotics; variable structure systems; adaptive robust control; bilateral teleoperation system; disturbance observer; environmental force; force compensation; general linear regression form; least square adaptation law; master-and-slave manipulator; passivity problem; robust stability; slave manipulator dynamics; sliding mode control; system instability; time delays; Delay effects; Delays; Force; Manipulator dynamics; Observers; Uncertainty;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/ROBIO.2013.6739873