Abstract
Impedance control, which is a classical compliant control method, does not possess a good force tracking ability in the underwater environment as in the air environment, due to the underwater factors such as water resistance, random disturbance of water flow and buoyancy. In this paper, two controllers are presented to solve the force tracking problem of underwater compliant grasping, the impedance controller based on parameter identification and the adaptive impedance controller. The former one updates the environment information in real time through RLS method that introduces a forgetting factor. The latter one adjusts the target stiffness and desired position of the impedance model and introduces an adaptive compensation term. Further, simulations to compare the performance with the two controllers, are conducted. It is strongly proved that the impedance controller based on parameter identification is less sensitive to the response speed of the position inner loop, and has better robustness. Finally, it is proved by experiments that the controller has a good performance in the real underwater compliant grasping task.
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References
Yin, Y.: Research on compliance control of robot. ROBOT 020(003), 232–240 (1998)
Hongan, N.: Impedance control: an approach to manipulation: part i—theory. J. Dyn. Syst. Meas. Contr. 107(1), 1–7 (1985)
Roveda, L., Vicentini, F., Pedrocchi, N., et al.: Impedance control based force-tracking algorithm for interaction robotics tasks: An analytically force overshoots-free approach. In: 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO), pp.386–391. IEEE, Colmar, (2015)
Jamil, M., Jalani J., Ahmad A.: A new approach of active compliance control via fuzzy logic control for multifingered robot hand. In: 1st International Workshop on Pattern Recognition. pp. 1001111. SPIE, Tokyo (2016)
Kim, T., Kim, H.S., Kim, J.: Position-based impedance control for force tracking of a wall-cleaning unit. Int. J. Precis. Eng. Manuf. 17(3), 323–329 (2016). https://doi.org/10.1007/s12541-016-0040-x
Song, H.-C., Kim, Y.-L., Lee, D.-H., Song, J.-B.: Electric connector assembly based on vision and impedance control using cable connector-feeding system. J. Mech. Sci. Technol. 31(12), 5997–6003 (2017). https://doi.org/10.1007/s12206-017-1144-7
Franceschi, P., Castaman, N., Ghidoni, S., et al.: Precise robotic manipulation of bulky components. In: IEEE Access, pp 222476–222485 (2020)
Cieslak, P., Ridao, P.: Adaptive admittance control in task-priority framework for contact force control in autonomous underwater floating manipulation, In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 6646–6651. IEEE, Madrid (2018)
Seki, Y., Sagara, S., Ambar, R.: Impedance control of dual-arm 3-link underwater robot: in the case of grasping a fixed object lightly with one hand. In: International Conference on Information and Communication Technology Robotics, pp. 1–4. IEEE, Busan (2018)
Zhang, J., Liu, W., Gao, L., et al.: The master adaptive impedance control and slave adaptive neural network control in underwater manipulator uncertainty teleoperation. Ocean Engineering. Vol. 165, pp 465–479 (2018)
Zhang, J., Liu, W., Li, L., et al.: Adaption impedance control for underwater manipulator intelligent grasping in unknown environment. J. Shanghai Jiaotong Univ. (Chin. Ed.) 53(03), 341–347 (2019)
Dai, P., Lu, W., Le, K., et al.: Sliding mode impedance control for contact intervention of an I-AUV: simulation and experimental validation. Ocean Engineering 196, 106855.1–106855.11 (2020)
Jung, S., Hsia, T., Bonitz, R.: Force tracking impedance control of robot manipulators under unknown environment. IEEE Trans. Control Syst. Technol. 12(3), 474–483 (2004)
Al-Shuka, H., Leonhardt, S., Zhu, W., et al.: Active impedance control of bioinspired motion robotic manipulators: an overview. Applied Bionics and Biomechanics 2018, 8203054–8203073 (2018)
Wang, T., Li, Y., et al.: A novel bilateral impedance controls for underwater teleoperation systems. Appl. Soft Comput. 91, 106194.1-106194.8 (2020)
Acknowledgments
This work was supported in part by Guangdong Basic and Applied Basic Research Foundation (No. 2021A1515011717), and in part by the project under Grant No. 2019ZT08Z780, and in part by Dongguan Introduction Program of Leading Innovative and Entrepreneurial Talents, and in part by National Key R&D Program of China under grant number 2017YFC0821200.
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Lu, L. et al. (2021). Impedance Control for Underwater Gripper Compliant Grasping in Unstructured Environment. In: Liu, XJ., Nie, Z., Yu, J., Xie, F., Song, R. (eds) Intelligent Robotics and Applications. ICIRA 2021. Lecture Notes in Computer Science(), vol 13016. Springer, Cham. https://doi.org/10.1007/978-3-030-89092-6_26
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DOI: https://doi.org/10.1007/978-3-030-89092-6_26
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