Robust Adaptive Control Scheme for Teleoperation Systems With Delay and Uncertainties

This paper proposes a robust adaptive algorithm that effectively copes with time-varying delay and uncertainties in Internet-based teleoperation systems. Time-delay induced by the communication network, as a major problem in teleoperation systems, along with uncertainties in modeling of robotic mani...

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Veröffentlicht in:IEEE transactions on cybernetics 2020-07, Vol.50 (7), p.3243-3253
Hauptverfasser: Kebria, Parham M., Khosravi, Abbas, Nahavandi, Saeid, Shi, Peng, Alizadehsani, Roohallah
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Sprache:eng
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Zusammenfassung:This paper proposes a robust adaptive algorithm that effectively copes with time-varying delay and uncertainties in Internet-based teleoperation systems. Time-delay induced by the communication network, as a major problem in teleoperation systems, along with uncertainties in modeling of robotic manipulators and remote environment warn the stability and performance of the system. A robust adaptive control algorithm is developed to deal with the system uncertainties and to provide a smooth estimation of delayed reference signals. The proposed control algorithm generates chattering-free torques which is one of the practical considerations for robotic applications. In addition, the achieved input-to-state stability gains do not necessarily require high gain control torques to retain the system's stability. Experimental simulation studies validate the effectiveness of the proposed control strategy on a teleoperation system consisting of a Phantom Omni Haptic device and SimMechanics model of the industrial manipulator UR10. The validation of the proposed control methodology was executed through a real-time Internet-based communication established over 4G mobile networks between Australia and Scotland.
ISSN:2168-2267
2168-2275
DOI:10.1109/TCYB.2019.2891656