Abstract
This study develops an approach of controller design, on the basis of Lambert W function structure for Internet-based bilateral teleoperation systems. Actually, time-delay terms in bilateral teleoperation systems lead to an infinite number of characteristic equation roots making difficulty in analysis of systems by classical methods. As delay differential equations (DDEs) have infinite eigenspectrums, all closed-loop eigenvalues are not feasible to locate in desired positions by using classical control methods. Therefore, this study suggests a new feedback controller for assignment of eigenvalues, in compliance with Lambert W function. In this regard, an adaptive controller is accurately employed in order to provide the controller with updated predicted time-delay and robust the system against the time-delay. This novel control approach causes the rightmost eigenvalues to locate exactly in desired positions in the stable left hand of the imaginary axis. The simulation results show strong and robust closed-loop performance and better tracking in constant and time-varying delay.
Similar content being viewed by others
References
T. B. Sheridan, “Teleoperation, Telerobotics and Telepresence,” A progress Report, Control Engineering Practice, vol. 3, No. 2, pp. 2–204, 1995.
L. Zhao, H. Zhang, Y. Yang, and H. Yang, “Integral sliding mode control of a bilateral teleoperation system based on extended state observers,” International Journal of Control, Automation and Systems, vol. 15, No. 5, pp. 5–2118, 2017.
H. G. Lee, H. J. Hyung, and D. W. Lee, “Egocentric teleoperation approach,” International Journal of Control, Automation and Systems, vol. 15, no. X, pp. 2744–2753, 2017.
O. Penaloza-Mejfa, L. A. Marquez-Martmez, J. Alvarez-Gallegos, and J. Alvarez, “Master-slave teleoperation of underactuated mechanical systems with communication delays,” International Journal of Control, Automation and Systems, vol. 15, No. 2, pp. 2–827, 2017.
R. Mellah, S. Guermah, and R. Toumi, “Adaptive control of bilateral teleoperation system with compensatory neural-fuzzy controllers,” International Journal of Control, Automation and Systems, vol. 15, No. 4, pp. 4–1949, 2017.
J. Xie, Y. Kao, and J. H. Park, “H∞ performance for neutral-type Markovian switching systems with general uncertain transition rates via sliding mode control method,” Nonlinear Analysis: Hybrid Systems, vol. 27, p. 416–436, 2018.
B. Jiang, Y. Kao, C. Gao, and X. Yao, “Passification of uncertain singular semi-Markovian jump systems with actuator failures via sliding mode approach,” IEEE Transactions on Automatic Control, vol. 62, No. 8, pp. 8–4138, 2017.
Z. Du, Z. Yan, and Z. Zhao, “Interval type-2 fuzzy tracking control for nonlinear systems via sampled-data controller,” Fuzzy Sets and Systems, vol. 356, pp. 92–112, 2019.
Z. Lu, P. Huang, P. Dai, Z. Liu, and Z. Meng, “Enhanced transparency dual-user shared control teleoperation architecture with multiple adaptive dominance factors,” International Journal of Control, Automation and Systems, vol. 15, No. 5, pp. 5–2301, 2017.
R. Uddin, S. Park, S. Park, and J. Ryu, “Projected predictive Energy-Bounding Approach for multiple degree-of-freedom haptic teleoperation,” International Journal of Control, Automation and Systems, vol. 14, No. 6, pp. 6–1561, 2016.
J. J. Craig, Introduction to Robotics Mechanics and Control, Addison-Wesley, 1989.
F. Janabi-Sharifi, “Collision: modelling, simulation and identification of robotic manipulators interacting with environments,” Journal of Intelligent and Robotic Systems, vol. 13, No. 1, pp. 1–1, 1995.
K. Gu, and S. I. Niculescu, Stability Analysis of Time-delay Systems: A Lyapunov Approach, Springer, London, 2006.
P. Liu, “Exponential stability for linear time-delay systems with delay,” Journal of the Franklin Institute, vol. 340, No. 6, pp. 6–481, 2003.
G. H. Gonnet, D. Hare, D. J. Jeffrey, D. E. Knuth, and R. M. Corless, “On the Lambert W function,” Advances in Computational Mathematics, vol. 5, No. 4, pp. 4–329, 1996.
P. W. Nelson, A. G. Ulsoy, and S. Yi, Time-delay Systems: Analysis and Control Using the Lambert W function, World Scientific, 2010.
F. M. Asl, and A. G. Ulsoy, “Analysis of a system of linear delay differential equations,” Journal of Dynamic Systems Measurement and Control, vol. 12, No. 5, pp. 5–215, 2003.
P. W. Nelson, A. G. Ulsoy, and S. Yi, “Eigenvalue assignment via the Lambert W function for control for time-delay systems,” Journal of Vibration and Control, vol. 16, No. 7, pp. 7–961, 2010.
S. Yi and A. G. Ulsoy, “Solution of a system of linear delay differential equations using the matrix Lambert function,” Proceedings of American Control Conference, Minneapolis, MN, USA, pp. 2433–2438, 2006.
R. E. Bellman and K. L. Cooke, Differential-Difference Equations, Academic Press, New York, USA, 1963.
P. W. Nelson, A. G. Ulsoy, and S. Yi, “Delay differential equations via the matrix Lambert W function and bifurcation analysis application to machine tool chatter,” Math. Biosci Eng., vol. 4, No. 2, pp. 2–355, 2007.
H. Shinozaki and T. Mori, “Robust stability analysis of linear time-delay systems by Lambert W function,” Some Extreme Point Results submitted to Automatica, vol. 42, No. 10, pp. 10–1791,2006.
A. Manitius and A. W. Olbrot, “Finite spectrum assignment problem for systems with delays,” IEEE Transaction on Automatic Control, vol. 24, No. 4, pp. 4–541, 1979.
J. E. Colgate, “Robust impedance shaping telemanipula-tion,” IEEE Transaction on Robotics and Automation, vol. 9, No. 4, pp. 4–374, 1993.
O. Reinoso, J. M. Sabater, and C. Perez, and J. M. Azorin, “A new control method of teleoperators with time delay,” Proc. of 11th International Conference on Advanced Robotics, Coimbra, Portugal, pp. 100–105, 2003.
Author information
Authors and Affiliations
Corresponding author
Additional information
Recommended by Associate Editor Hyo-Sung Ahn under the direction of Editor Doo Yong Lee. This study was supported by national natural science foundation of China (No. 51575292) and national science and technology major project of China (No. 2016ZX04004004).
Mohammad Hadi Sarajchi received his B.Sc. degree in electrical engineering from Razi University in 2010, and his M.S. degree in electrical engineering from Bu-Ali Sina University in Iran,in 2013. In 2017, he joined the Department of Mechanical Engineering, Tsinghua University, in China as a Post Master Researcher. His current research interests include Teleoperation system, Artificial Intelligence, Cable-driven Parallel Robot (CDPR), and Drone.
Soheil Ganjefar received his B.Sc. degree from the Ferdoowsi University, Mashhad, Iran, in 1994, and his M.Sc. and Ph.D. degrees from the Tarbiat Modares University, Tehran, Iran, in 1997 and 2003, respectively, all in electrical engineering. He is currently a Professor in the Department of Electrical Engineering, Bu-Ali Sina University, Hamedan, Iran. His main research interests include Teleoperation systems control, neural network, and Renewable Energy.
Zhufeng Shao is an associate professor in the Department of Mechanical Engineering, Tsinghua University. He received his Ph.D. degree in Mechanical Engineering from Tsinghua University in 2011. He joined Tsinghua University in the same year where he is teaching mechanical design and control of parallel manipulator. His research interests include cable-driven robot, motion control and optimal design.
Rights and permissions
About this article
Cite this article
Sarajchi, M.h., Ganjefar, S., Hoseini, S.M. et al. Adaptive Controller Design Based On Predicted Time-delay for Teleoperation Systems Using Lambert W function. Int. J. Control Autom. Syst. 17, 1445–1453 (2019). https://doi.org/10.1007/s12555-018-0289-1
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12555-018-0289-1