Abstract
This paper discusses the footstep planning problem for bipedal robots and lower limb exoskeletons. Specifically, we consider the case when the robot needs to move through a door, too narrow to pass through without turning the robot body. The proposed approach is based on numerical optimization. The fact that the planner algorithm needs to take into account not only the linear displacements of the robot’s feet, but also their orientations, makes the problem more challenging, since the resulting optimization problem becomes non-convex. The paper gives a detailed description of the proposed algorithms and provides simulation results that show the validity of these methods.
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References
Mikołajewska, E., Mikołajewski, D.: Exoskeletons in neurological diseases-current and potential future applications. Adv. Clin. Exp. Med. 20(2), 227–233 (2011)
Dhand, S., Singla, A., Virk, G.: A brief review on human-powered lower-limb exoskeletons. In: Conference on Mechanical Engineering and Technology (COMET-2016), IIT (BHU), pp. 116–122 (2016)
Chen, G., Chan, C., Guo, Z., Yu, H.: A review of lower extremity assistive robotic exoskeletons in rehabilitation therapy. Crit. Rev. Biomed. Eng. 4(4–5) (2013)
Zoss, A., Kazerooni, H., Chu, A.: Biomechanical design of the Berkeley lower extremity exoskeleton (BLEEX). IEEE/ASME Trans. Mechatron. 11(2), 128–138 (2006)
Barbareschi, G. et al.: Statically versus dynamically balanced gait: analysis of a robotic exoskeleton compared with a human. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 6728–6731. IEEE (2015)
Jatsun, S., Savin, S., Yatsun, A.: Parameter optimization for exoskeleton control system using Sobol sequences. In: Symposium on Robot Design, Dynamics and Control, pp. 361–368. Springer, Cham (2016)
Jatsun, S., Savin, S., Lushnikov, B., Yatsun, A.: Algorithm for motion control of an exoskeleton during verticalization. ITM Web Conf. 6, 1–6 (2016)
O’Sullivan, L., et al.: End user needs elicitation for a full-body exoskeleton to assist the elderly. Proc. Manuf. 3, 1403–1409 (2015)
Deits, R., Tedrake, R.: Footstep planning on uneven terrain with mixed-integer convex optimization. In: 2014 14th IEEE-RAS International Conference on Humanoid Robots (Humanoids), pp. 279–286. IEEE (2014)
Kuindersma, S., et al.: Optimization-based locomotion planning, estimation, and control design for the atlas humanoid robot. Auton. Rob. 40(3), 429–455 (2016)
Chestnutt, J.: Footstep planning for the honda asimo humanoid. In: Proceedings of the 2005 IEEE International Conference on Robotics and Automation (ICRA), pp. 629–634. IEEE (2005)
Boyd, S., Vandenberghe, L.: Convex Optimization. Cambridge University Press, Cambridge (2004)
Jatsun, S., Savin, S., Yatsun, A.: Footstep planner algorithm for a lower limb exoskeleton climbing stairs. In: International Conference on Interactive Collaborative Robotics, pp. 75–82 (2017)
Jatsun, S., Savin, S., Yatsun, A.: Walking pattern generation method for an exoskeleton moving on uneven terrain. In: Proceedings of the 20th International Conference on Climbing and Walking Robots and Support Technologies for Mobile Machines (CLAWAR 2017), pp. 13–20 (2017)
Jatsun, S., Savin, S., Yatsun, A.: Comparative analysis of iterative LQR and adaptive PD controllers for a lower limb exoskeleton. In: 2016 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), pp. 239–244. IEEE (2016)
Jatsun, S., Savin, S., Yatsun, A., Postolnyi, A.: Approach to motion control of an exoskeleton in “verticalization-to-walking” regime utilizing pressure sensors. In: 2016 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), pp. 452–456. IEEE (2016)
Deits, R., Tedrake, R.: Computing large convex regions of obstacle-free space through semidefinite programming. Algorithmic Found. Robot. XI, 109–124 (2015)
Savin, S.: An algorithm for generating convex obstacle-free regions based on stereographic projection. In: 2017 International Siberian Conference on Control and Communications (SIBCON), pp. 1–6. IEEE (2017)
Aceituno-Cabezas, B., Cappelletto, J., Grieco, J., Fernandez-Lopez, G.: A generalized mixed-integer convex program for multilegged footstep planning on uneven terrain. ar**v preprint ar**v:1612.02109 (2016)
Savin, S., Vorochaeva, L.: Footstep planning for a six-legged in-pipe robot moving in spatially curved pipes. In: 2017 International Siberian Conference on Control and Communications (SIBCON), pp. 1–6. IEEE (2017)
Savin, S., Jatsun, S., Vorochaeva, L.: Trajectory generation for a walking in-pipe robot moving through spatially curved pipes. In: MATEC Web of Conferences, vol. 113, p. 02016 (2017)
Neunert, M. et al.: Whole-body nonlinear model predictive control through contacts for quadrupeds. ar**v preprint ar**v:1712.02889 (2017)
Budhiraja, R., Carpentier, J., Mastalli, C., Mansard, N.: Differential dynamic programming for multi-phase rigid contact dynamics. In: 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), pp. 1–9. IEEE (2018)
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The reported study was funded by RFBR according to the research project № 18-38-00140\18.
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Savin, S., Yatsun, A., Loktionova, O. (2020). Footstep Planning for Bipedal Robots and Lower Limb Exoskeletons Moving Through Narrow Doors. In: Ronzhin, A., Shishlakov, V. (eds) Proceedings of 14th International Conference on Electromechanics and Robotics “Zavalishin's Readings”. Smart Innovation, Systems and Technologies, vol 154. Springer, Singapore. https://doi.org/10.1007/978-981-13-9267-2_7
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DOI: https://doi.org/10.1007/978-981-13-9267-2_7
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