Abstract
A high-performance inner position controller and accurate interaction torque sensing capability are essential for the admittance control of the flexible joint. To achieve this, most of the prior works use the lumped disturbance observer based on a single encoder with an installed force sensor. This brings a burden to system integration. In this paper, a novel dual-disturbance observer based on dual-encoder feedback is proposed on top of the conventional feedforward and feedback composite control, so that the friction and external torque are estimated and compensated separately. Better disturbance rejection ability is achieved with the proposed inner-loop position controller. In addition, the estimated external torque is fed into the admittance controller, thereby achieving compliant control of the flexible joint without the torque sensor. Real-time experiments are performed to demonstrate the practical appeal of the proposed method.
Supported by in part the National Key Research and Development Program of China under Grant 2022YFB4702500 and in part National Natural Science Foundation of China under grant U20A20282, U21A20121, 92048201, and U1913214.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Zhao, Y., Paine, N., Jorgensen, S.J., Sentis, L.: Impedance control and performance measure of series elastic actuators. IEEE Trans. Industr. Electron. 65(3), 2817–2827 (2017)
Herbin, P., Pajor, M.: Human-robot cooperative control system based on serial elastic actuator bowden cable drive in Exoarm 7-DOF upper extremity exoskeleton. Mech. Mach. Theory 163, 104372 (2021)
Li, X., Pan, Y., Chen, G., Yu, H.: Adaptive human-robot interaction control for robots driven by series elastic actuators. IEEE Trans. Rob. 33(1), 169–182 (2016)
Sariyildiz, E., Chen, G., Yu, H.: A unified robust motion controller design for series elastic actuators. IEEE/ASME Trans. Mechatron. 22(5), 2229–2240 (2017). https://doi.org/10.1109/TMECH.2017.2719682
Zhong, H., Li, X., Gao, L., Li, C.: Toward safe human-robot interaction: a fast-response admittance control method for series elastic actuator. IEEE Trans. Autom. Sci. Eng. 19(2), 919–932 (2021)
Keemink, A.Q., van der Kooij, H., Stienen, A.H.: Admittance control for physical human-robot interaction. Int. J. Robot. Res. 37(11), 1421–1444 (2018)
Kang, G., Oh, H.S., Seo, J.K., Kim, U., Choi, H.R.: Variable admittance control of robot manipulators based on human intention. IEEE/ASME Trans. Mechatron. 24(3), 1023–1032 (2019)
Sariyildiz, E., Chen, G., Yu, H.: An Active Disturbance Rejection controller design for the robust position control of Series Elastic Actuators. In: 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 266–272 (Oct 2016). https://doi.org/10.1109/IROS.2016.7759065
Zhao, W., Sun, L., Yin, W., Li, M., Liu, J.: Robust position control of series elastic actuator with backstepping based on disturbance observer. In: 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), pp. 618–623 (Jul 2019). https://doi.org/10.1109/AIM.2019.8868550
Sariyildiz, E., Ohnishi, K.: Stability and robustness of disturbance-observer-based motion control systems. IEEE Trans. Industr. Electron. 62(1), 414–422 (2015). https://doi.org/10.1109/TIE.2014.2327009
Yin, W., Sun, L., Wang, M., Liu, J.: Robust position control of series elastic actuator with sliding mode like and disturbance observer. In: 2018 Annual American Control Conference (ACC), pp. 4221–4226 (Jun 2018). https://doi.org/10.23919/ACC.2018.8431653
Kong, K., Bae, J., Tomizuka, M.: Control of rotary series elastic actuator for ideal force-mode actuation in human-robot interaction applications. IEEE/ASME Trans. Mechatron. 14(1), 105–118 (2009)
Haninger, K., Asignacion, A., Oh, S.: Safe high impedance control of a series-elastic actuator with a disturbance observer. In: 2020 IEEE International Conference on Robotics and Automation (ICRA), pp. 921–927. IEEE (2020)
Mehling, J.S., Holley, J., O’Malley, M.K.: Leveraging disturbance observer based torque control for improved impedance rendering with series elastic actuators. In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1646–1651 (Sep 2015). https://doi.org/10.1109/IROS.2015.7353588
Yun, J.N., Su, J., Kim, Y.I., Kim, Y.C.: Robust disturbance observer for two-inertia system. IEEE Trans. Industr. Electron. 60(7), 2700–2710 (2012)
Yang, C., Peng, G., Cheng, L., Na, J., Li, Z.: Force sensorless admittance control for teleoperation of uncertain robot manipulator using neural networks. IEEE Trans. Syst., Man, Cybern.: Syst. 51(5), 3282–3292 (2019)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Wan, H., Chen, S., Zhang, C., Chen, CY., Yang, G. (2023). Admittance Control of Flexible Joint with Dual-Disturbance Observer. In: Yang, H., et al. Intelligent Robotics and Applications. ICIRA 2023. Lecture Notes in Computer Science(), vol 14271. Springer, Singapore. https://doi.org/10.1007/978-981-99-6495-6_17
Download citation
DOI: https://doi.org/10.1007/978-981-99-6495-6_17
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-99-6494-9
Online ISBN: 978-981-99-6495-6
eBook Packages: Computer ScienceComputer Science (R0)