Browse > Article
http://dx.doi.org/10.6109/jkiice.2017.21.2.416

Robust Tracking and Human-Compliance Control Using Integral SMC and DOB  

Asignacion Jr., Abner (Department of Electrical Engineering, Changwon National University)
Kim, Min-chan (Department of Electrical Engineering, Changwon National University)
Kwak, Gun-Pyong (Department of Electrical Engineering, Changwon National University)
Park, Seung-kyu (Department of Electrical Engineering, Changwon National University)
Abstract
The robot control with safety consideration is required since robots and human work together in the same space more frequently in these days. For safety, robots must have compliance to human force and robust tracking performance with high impednace for the nonhuman disturbances. The novel idea is proposed to achieve the compliance and high impedance with one controller structure. For the compliance, the ISMC(Integral Sliding Mode Control) and HDOB(Human Disturbance Observer) The human force is identified by using the human band pass filter and its output is sent to the sliding surface. The sliding mode dynamic is affected by human disturbance and the compliance for human is achieved. The disturbances besides human frequencies are decoupled by the ISMC and the robust tracking is achieved. The additional LDOB(Low Frequency Disturbance Observer) decreases the maxim nonlinear gain and leads low chattering. The introduction of human disturbance into the sliding mode dynamic is the main novel idea of this paper.
Keywords
Integral Sliding Mode; Disturbance Observer; Compliance; Robust Robot Control; Human-Compliance Control;
Citations & Related Records
연도 인용수 순위
  • Reference
1 A. Blomdell, G. Bolmsjo, T. Brogarth, P. Cederberg, Isaksson, R. Johansson, M. Haage, K. Nilsson, M. Olsson, T. Olsson, A. Robertsson, and J. Wang, "Extending an industrial robot controller: Implementation and applications of a fast open sensor interface," IEEE Robotics & Automation Magazine, vol. 12, no. 3, pp. 85-94, Sep. 2005.   DOI
2 H. Yu, S. Huang, G. Chen, Y. Pan, and Z. Guo, "Human- Robot Interaction Control of Rehabilitation Robots with Series Elastic Actuators," IEEE Transactions on Robotics, vol. 31, no. 5, pp. 1089-1100, Oct. 2015.   DOI
3 S. Viteckova, P. Kutilek, and M. Jirina, "Wearable lower limb robotics: A review," Biocybernetics and Biomedical Engineering, vol. 33, no. 2, pp. 96-105, May 2013.   DOI
4 A. Calanca, R. Muradore, and P. Fiorini, "A Review of Algorithms for Compliant Control of Stiff and Fixed-Compliance Robots," IEEE-ASME Transactions on Mechatronics, vol. 21, no. 2, pp. 613-624, Apr. 2016.   DOI
5 N. Hogan, "Impedance Control: An Approach to Manipulation," Department of Mechanical Engineering and Laboratory of Manufacturing and Productivity Massachusetts Institute of Technology, 1984.
6 J. Garcia, A. Robertsson, J. Ortega, and R. Johnasson, "Sensor Fusion for Compliant robot motion control," IEEE Transactions on Robotics, vol. 24, no. 2, pp. 430-441, Apr. 2008.   DOI
7 S. G. Khan, and J. Jalani, "Realization of model reference compliance of a humanoid robot arm via integral sliding mode control," Mechanical Sciences, vol. 7, no. 1, pp. 1-8, Jan. 2016.   DOI
8 S. Oh, H. Woo, and H. K. Kong, "Frequency-Shaped Impedance Control for Safe Human-Robot Interaction in Reference Tracking Application," IEEE/ASME Transactions on Mechatronics, vol. 19, no. 6, pp. 1907-1916, Dec. 2014.   DOI
9 A. Godfrey, R. Conway, D.Meagher, and G. O Laighin, "Direct measurement of human movement by accelerometry," Medical Engineering and Physics, vol. 30, no. 10, pp. 1364-1386, Dec. 2008.   DOI
10 D. A. Winter, Biomechanics and Motor Control of Human Movement, New York, NY, USA: Wiley, 2009.
11 T. Umeno, and Y. Hori, "Robust speed control of DC servomotors using modern two-degree-of-freedom controller design," IEEE Transactions on industrial electronics, vol. 38, no. 5, pp. 363-368, Oct. 1991.   DOI
12 W. H. Chen, J. Yang, L. Guo, and S. Li, "Disturbance- Observer-Based Control and Related Methods-An Overview," IEEE Transactions on industrial electronics, vol. 63, no. 2, pp. 1083-1095, Feb. 2016.   DOI
13 Y. J. Choi, K. J. ,Yang, W. K. Kyun, H. R. Kim, and I. L. Suh, "On the Robustness and Performance of Disturbance Observers for Second-Order Systems," IEEE Transactions on Automatic Control, vol. 48, no. 2, pp. 315-320, Feb. 2003.   DOI
14 J. Baek, M. Jin, and S. Han, “A new Adaptive Sliding-ModeControl Scheme for Application to Robot Manipulator,”IEEE Transactions on industrial electronics, vol. 63, no. 6,pp. 3628-3637, Jun. 2016.   DOI
15 R. Silva Viego, and Ashok, R., “Comparative Study of PDController (Vs.) Integral Sliding Mode Control on 5-Link 2DOF Planar,” in Proceeding of IEEE Southeastcon, pp. 1-6,Apr. 2013.
16 D. S. You, “Integral Sliding Mode Control for RobotManipulators,” Journal of Institute of Control, Robotics andSystems, vol. 14, no. 12, pp.1266-1269, Dec. 2008.   DOI
17 V. Utkin, and J Shi, “Integral Sliding Mode in SystemsOperating under Uncertainty Conditions,” in Proceeding ofthe 35th IEEE Conference on Decision and Control, vol. 4,pp. 4591-4596, 1996.
18 R. Naoual, E. M. Mellouli, and I. Boumhidi, “Adaptivefuzzy sliding mode control for the two-link robot,” inProceeding of the 9th International Conference onIntelligent Systems: Theories and Applications (SITA-14),pp. 1-6, 2014.