Abstract
Breaking up with classical, precision-based control, the work at hand introduces a whole new bio-inspired control philosophy, the so-called imprecise impedance control. By combining technical and biological research observations, a very simple, but effective way of artificial, muscular control based on electrical series elastic actuators is developed. The presented control structure includes the whole drive train starting from abstract, digital control commands and ending with the electrical current that is given to the motors. Experimental evaluation demonstrates the proper functioning of the control as well as its stability and limitations.
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References
Bouman, A., et al.: Autonomous spot: long-range autonomous exploration of extreme environments with legged locomotion. In: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 2518–2525. IEEE, Las Vegas (2020)
Brown, I.E., Loeb, G.E.: A reductionist approach to creating and using neuromusculoskeletal models. In: Winters, J.M., Crago, P.E. (eds.) Biomechanics and Neural Control of Posture and Movement, pp. 148–163. Springer, New York (2000). https://doi.org/10.1007/978-1-4612-2104-3_10
Haeufle, D.F.B., Wochner, I., Holzmüller, D., Driess, D., Günther, M., Schmitt, S.: Muscles reduce neuronal information load: quantification of control effort in biological vs. robotic pointing and walking. Front. Robot. AI 7, 77 (2020)
Hutter, M., et al.: ANYmal - a highly mobile and dynamic quadrupedal robot. In: 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 38–44. IEEE, Daejeon (2016)
Luksch, T.: Human-like control of dynamically walking bipedal robots. RRLab Dissertations, Verlag Dr. Hut (2010)
Mihailoff, G., Haines, D.: Chapter 24 - Motor system i: peripheral sensory, brainstem, and spinal influence on anterior horn neurons. In: Fundamental Neuroscience for Basic and Clinical Applications, 5th edn., pp. 346–359.e1. Elsevier (2018)
Mussa-Ivaldi, F., Hogan, N., Bizzi, E.: Neural, mechanical, and geometric factors subserving arm posture in humans. J. Neurosci. 5(10), 2732–2743 (1985)
Nejadfard, A., Schütz, S., Mianowski, K., Vonwirth, P., Berns, K.: Design of the musculoskeletal leg CARL based on the physiology of mono-articular and biarticular muscles in the human leg. Bioinspir. Biomimet. 14(6), 066002 (2019)
Nejadfard, A., Schütz, S., Vonwirth, P., Mianowski, K., Berns, K.: Coordination of the biarticular actuators based on instant power in an explosive jump experiment. In: IEEE International Conference on Advanced Intelligent Mechatronics (AIM) (2018)
Nejadfard, A., Schütz, S., Mianowski, K., Vonwirth, P., Berns, K.: Moment arm analysis of the biarticular actuators in compliant robotic leg Carl. In: Vouloutsi, V., et al. (eds.) Living Machines 2018. LNCS (LNAI), vol. 10928, pp. 348–360. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-95972-6_37
Paine, N., et al.: Actuator control for the NASA-JSC Valkyrie humanoid robot: a decoupled dynamics approach for torque control of series elastic robots. J. Field Robot. 32(3), 378–396 (2015)
Reher, J., Cousineau, E.A., Hereid, A., Hubicki, C.M., Ames, A.D.: Realizing dynamic and efficient bipedal locomotion on the humanoid robot DURUS. In: 2016 IEEE International Conference on Robotics and Automation, pp. 1794–1801 (2016)
Schütz, S.: CARL - a compliant robotic leg designed for human-like bipedal locomotion. Doctoralthesis, University of Kaiserslautern, Kaiserslautern (2020)
Schütz, S., Mianowski, K., Kotting, C., Nejadfard, A., Reichardt, M., Berns, K.: RRLAB SEA – a highly integrated compliant actuator with minimised reflected inertia. In: 2016 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), pp. 252–257. IEEE (2016)
Schütz, S., Nejadfard, A., Mianowski, K., Vonwirth, P., Berns, K.: CARL – a compliant robotic leg featuring mono- and biarticular actuation. In: IEEE-RAS International Conference on Humanoid Robots (2017)
Semini, C., et al.: Towards versatile legged robots through active impedance control. Int. J. Robot. Res. 34(7), 1003–1020 (2015)
Seok, S., Wang, A., Chuah, M.Y., Otten, D., Lang, J., Kim, S.: Design principles for highly efficient quadrupeds and implementation on the MIT Cheetah robot. In: 2013 IEEE International Conference on Robotics and Automation, pp. 3307–3312. IEEE, Karlsruhe (2013)
Sharbafi, M.A., et al.: A new biarticular actuator design facilitates control of leg function in BioBiped3. Bioinspir. Biomimet. 11(4), 046003 (2016)
Vonwirth, P., Berns, K.: Continuous inverse kinematics in singular position. In: Chugo, D., Tokhi, M.O., Silva, M.F., Nakamura, T., Goher, K. (eds.) CLAWAR 2021. LNNS, vol. 324, pp. 24–36. Springer, Cham (2022). https://doi.org/10.1007/978-3-030-86294-7_3
Winter, D.A.: Biomechanics and Motor Control of Human Movement, 4th edn. Wiley, Hoboken (2009)
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Vonwirth, P., Berns, K. (2023). Bio-Inspired Imprecise Impedance Control of Muscle-Driven Robotic Limbs. In: Cascalho, J.M., Tokhi, M.O., Silva, M.F., Mendes, A., Goher, K., Funk, M. (eds) Robotics in Natural Settings. CLAWAR 2022. Lecture Notes in Networks and Systems, vol 530. Springer, Cham. https://doi.org/10.1007/978-3-031-15226-9_7
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