Title :
Stability analysis for Internet based teleoperated robot using prediction control
Author :
Chen, Dan ; Tang, Xusheng ; Xi, Ning ; Wang, Yuechao ; Li, Hongyi
Author_Institution :
Sch. of Electr. Eng. & Autom., Fuzhou Univ., Fuzhou, China
Abstract :
The variable time delay and the packet loss degrade the performance of Internet based teleoperation system seriously, even make the system unstable. Building upon the results of our recent work in, a provably stable event-prediction based control strategy is proposed for variable delay teleoperation. A Path Governor(PG) at master site, Generalized Predictive Controller (GPC) at slave site and a model of variable delay within a predictive control frame work are used to improve the response transparence. A Sparse Multivariable Linear Regression (SMLR) algorithm is proposed to predict the next Round Trip Timedelay(RTT). According to the next RTT, the PG is designed to generate the future event which can be used to compute the robotic position that is the one when the command was transmitted to the slave robot. The GPC can generate the redundant control information to diminish the influence of the packet loss and the large time delay in the internet to the system. Finally, a Lypunov-based analysis of the performance and stability of the resulting system is presented. Experiment results with a wheeled robot teleoperation setup demonstrate that these strategies can dynamically compensate for the variable time delay and reduce the performance degradation induced by packet loss.
Keywords :
Internet; Lyapunov methods; control engineering computing; delays; mobile robots; path planning; position control; predictive control; regression analysis; stability; telerobotics; GPC; Internet based teleoperated robot; Lypunov-based analysis; PG; RTT; SMLR; event-prediction based control strategy; generalized predictive controller; packet loss; path governor; redundant control information generation; response transparence improvement; robotic position computation; round trip timedelay; sparse multivariable linear regression algorithm; stability analysis; variable delay teleoperation; variable time delay; wheeled robot teleoperation setup; Angular velocity; Delay; Delay effects; Internet; Mobile robots; Stability analysis; Event-prediction; Generalized Predictive Control; Stability; Teleoperated robot; Variblae time delay;
Conference_Titel :
Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 2011 IEEE International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-61284-910-2
DOI :
10.1109/CYBER.2011.6011780