Browse > Article
http://dx.doi.org/10.6109/jkiice.2017.21.1.173

Robust Impedance Control of High-DOF Robot Based on ISMC and DOB  

Asignacion, Abner Jr. (Department of Electrical Engineering, Changwon National University)
Park, Seung-kyu (Department of Electrical Engineering, Changwon National University)
Kim, Min-chan (Department of Electrical Engineering, Changwon National University)
Abstract
This paper proposes a robust impedance controller for high-DOF robots. The model-based control of a higher DOF robot uses a numerical dynamic model because the analytical dynamic model is difficult to be derived and this means that modeling error is inevitable. The impedance control in the task space is affected by joint motions and has more difficulties in the higher DOF robots. In addition, the disturbances must be decoupled in the control of high DOF robot. This paper proposes a robust impedance controller based on integral sliding mode control (ISMC) and disturbance observer(DOB) for high-DOF robot manipulator. The ISMC is used to improve the robustness of the impedance control and to preserve its nominal performance. DOB is also employed to cancel the effects of input disturbances and to reduce the maximum gain of the ISMC which eventually determines the input chattering size.
Keywords
Impedance Control; Robust Control; Integral Sliding Mode; Disturbance Observer; High DOF robot;
Citations & Related Records
연도 인용수 순위
  • Reference
1 N. Hogan, "Impedance Control: An Approach to Manipulation," American Control Conference, pp. 304-313, 1984.
2 S. P. Chan, B. Yao, W. B. Gao, and M. Cheng, "Robust Impedance Control of Robot Manipulators," International Journal of Robotics and Automation, vol. 6, no. 4, pp. 220-227, Dec. 1991.
3 X. Dong, Z. Shaoguang, L. Xuerong, L. Min, and W. Hongxing, "Impedance Control of Robot Manipulator with Model Reference Torque Observer," in Proceedings of the 2013 IEEE 8th International Conference on Industrial Electronics and Applications, pp. 994-998, 2013.
4 R. Platt, M. Abdallah, and C. Wamplet, "Multiple-priority impedance control," in Proceedings of the 2011 IEEE International Conference on Robotics and Automation, pp. 6033-6038, 2011.
5 Y. C. Tsai, "Robust Impedance Control of Pressure-Sensor Free Pneumatic Servo Systems," in Proceedings of the 2011 IEEE International Conference on Electric Information and Control Engineering, pp. 2549-2553, 2011.
6 C. Schindlbeck and S. Haddadin, "Unified Passivity-Based Cartesian Force/Impedance Control for Rigid and Flexible Joint Robots via Task-Energy Tanks," in Proceedings of the 2015 IEEE International Conference on Robotics and Automation, pp. 440-447, 2015.
7 F. Caccavale, P. Chiacchio, and A. Marino, "Six-DOF Impedance Control of Dual-Arm Cooperative Manipulators," IEEE/ASME Transactions On Mechatronics, vol. 13, no. 5, pp. 576-586, Oct. 2008.   DOI
8 Y. W. Liang, S. D. Xu, and T. C. Chu, "Robust Control of the Robot Manipulator via an Improved Sliding Mode Scheme," in Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation, pp. 1593-1598, 2007.
9 R. Naoual, E. M. Mellouli, and I. Boumhidi, "Adaptive fuzzy sliding mode control for the two-link robot," in Proceedings of IEEE 9th International Conference on Intelligent Systems: Theories and Applications, pp. 1-6, 2014.
10 J. Baek, M. Jin, and S. Han, "A new Adaptive Sliding-Mode Control Scheme for Application to Robot Manipulator," IEEE Transactions on Industrial Electronics, vol. 63, no. 6, pp. 3628-3637, Jun. 2016.   DOI
11 S. G. Khan and J. Jalani, "Realisation of model reference compliance of a humanoid robot arm via integral sliding mode control," International Journal of Mechanical Sciences, vol. 7, no. 1, pp. 1-8, Jan. 2016.   DOI
12 R. A Silva Viego and R. S Ashok, "Comparative Study of PD Controller (Vs.) Integral Sliding Mode Control on 5-Link 2 DOF Planar," in Proceedings of IEEE Southeastcon, pp. 1-6, 2013.
13 D. S. You, "Integral Sliding Mode Control for Robot Manipulators," Journal of Institute of Control, Robotics and Systems, vol. 14, no. 12, pp.1266-1269, Dec. 2008.   DOI
14 V. Utkin, J. Shi, "Integral Sliding Mode in Systems Operating under Uncertainty Conditions," in Proceedings of the 35th IEEE Conference on Decision and Control, vol. 4, pp. 4591-4596, 1996.
15 J. N. Yun and J. B. Su, "Design of a Disturbance Observer for a Two-Link Manipulator with Flexible Joints," IEEE Transactions on Control Systems Technology, vol. 22, no. 2, pp. 809-815, Mar. 2014.   DOI
16 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
17 M. J. Kim, and W. K. Chung, "Disturbance-Observer-Based PD Control of Flexible Joint Robots for Asymptotic Convergence," IEEE Transactions on Robotics, vol. 31, no. 6, pp. 1508-1516, Dec. 2015.   DOI
18 S. Oh, H. Woo, and 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
19 O. Khatib, "A Unified Approach to Motion and Force Control of Robot Manipulators: The Operational Space Formulation," IEEE Journal on Robotics Research, vol. 3, no. 1, pp. 43-53, Feb. 1987.
20 O. Khatib, L, Sentis, J. Park, and J. Warren, "Whole-Body Dynamic Behavior And Control Of Human-Like Robots," International Journal of Humanoid Robotics, vol. 1, no. 1, pp. 29-43, Mar. 2004.   DOI
21 A. Abner, S. K. Park, and G. P. Kwak , "ISMC and DOB Based Robust Impedance Control of High-DOF Robot in Task Space," in Proceeding of KIEE Summer Annual Conference, pp. 1402-1403, 2016.