Title :
Adaptive Fuzzy Control for Multilateral Cooperative Teleoperation of Multiple Robotic Manipulators Under Random Network-Induced Delays
Author :
Zhijun Li ; Yuanqing Xia ; Fuchun Sun
Author_Institution :
Key Lab. of Autonomous Syst. & Network Control, South China Univ. of Technol., Guangzhou, China
Abstract :
In this paper, an adaptive fuzzy control is investigated for multilateral teleoperation of two cooperating robotic manipulators that manipulate an object with constrained trajectory/force in the presence of dynamics uncertainties and random network-induced delays. First, the interconnected dynamics that consist of two master robots and cooperating slave robots are formulated. To consider multiple stochastic delays in communication channels, Markov processes are used to model these random network-induced delays. The interconnected dynamics of the teleoperation are divided into a local master/slave position/force subsystem and a stochastic-delayed motion synchronization subsystem. Then, an adaptive fuzzy control strategy, which is based on linear matrix inequalities (LMIs) that combine adaptive update techniques, is proposed to suppress the dynamics uncertainties, the external disturbances, and the multiple stochastic delays in communication channels. The control approach ensures that the defined synchronization errors converge to zero. The stochastic stability in mean square of the closed-loop system is proved using LMIs based on Lyapunov-Krasovskii functional synthesis. The proposed controls are validated using extensive simulation studies.
Keywords :
Lyapunov methods; Markov processes; adaptive control; closed loop systems; delays; fuzzy control; interconnected systems; linear matrix inequalities; manipulator dynamics; mean square error methods; stability; stochastic systems; LMI; Lyapunov-Krasovskii functional synthesis; Markov processes; adaptive fuzzy control strategy; adaptive update techniques; closed-loop system; communication channels; constrained force; constrained trajectory; cooperating slave robots; dynamics uncertainties; force subsystem; interconnected dynamics; linear matrix inequalities; local master; master robots; mean square; multilateral cooperative teleoperation; multiple robotic manipulators; random network-induced delays; slave position; stochastic stability; stochastic-delayed motion synchronization subsystem; synchronization errors; Cooperation; fuzzy control; multilateral teleoperation; robotic manipulators;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2013.2260550