Abstract
Urban locomotion is a challenge for individuals with lower limb impairment or any other conditions that inhibit ambulation. While wheelchairs are the absolute choice, they do not address the entire problem of accessibility in urban locomotion despite the use of actuators. One of the viable prospects has been demonstrated by Stair Climbing Wheelchairs (SCW), which rely on different modes of mechanism to traverse the staircase. Since staircases are the most common and one of the challenging elements of the urban setting, these wheelchairs are supposed to sufficiently address the problems of the terrain. However, several technical and psychological shortcomings hinder a wider practical use. This paper discusses semi-autonomous tracked SCW and introduces a novel kinematic mechanism design that facilitates successful switching of the mode of locomotion and autonomous pose adjustment with the changing terrain. To execute the intended task of pose estimation/adjustment and variable locomotion, an algorithm that combines multiple sensor data with the kinematic model has been developed. The developed prototype was tested in a loaded condition in staircases of different gradients. The experimental results suggest that the system addresses a plethora of issues mentioned in the literature, considering the factors of accessibility and safety. Also, this paper has highlighted the requirement of vibration suppression for user comfort, promoting technological acceptance and adaptation.
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Data sharing is not applicable to this article as the entire dataset generated during the study has been graphically illustrated in Figs. 12 to 15.
References
Grand View Research: Personal mobility devices market size, share, and trends analysis report by product (Walking Aids, Wheelchairs, Scooters), By Region (Europe, APAC, North America, MEA), And Segment Forecasts, 2021–2028. Technical report, San Fransisco (2021)
Edwards, K., McCluskey, A.: A survey of adult power wheelchair and scooter users. Disabil. Rehabil.: Assist. Technol. 5(6), 411–419 (2010). https://doi.org/10.3109/17483101003793412
Ferreira, A.F., Leite, A.D., Pereira, L.d.F., Neves, J.M.d.J., de Oliveira Pinheiro, M.G., Chang, S.K.J.: Wheelchair accessibility of urban rail systems: Some preliminary findings of a global overview. IATSS Research (xxxx) (2021). https://doi.org/10.1016/j.iatssr.2021.01.003
Belcher, M.J.H., Frank, A.O.: Survey of the use of transport by recipients of a regional Electric Indoor/Outdoor Powered (EPIOC) wheelchair service. Disabil. Rehabil. 26(10), 563–575 (2004). https://doi.org/10.1080/09638280410001684055
Shin, G.W., Lee, K.J., Park, D., Lee, J.H., Yuri, M.H.: Personal mobility device and user experience: A state-of-the-art literature review. Proceedings of the Human Factors and Ergonomics Society 2(21), 1336–1337 (2018). https://doi.org/10.1177/1541931218621305
Tao, W., Xu, J., Liu, T.: Electric-powered wheelchair with stair-climbing ability. Int. J. Adv. Robot. Syst. 14(4), 1–13 (2017). https://doi.org/10.1177/1729881417721436
Yuan, J., Hirose, S.: Research on leg-wheel hybrid stair-climbing robot, zero carrier. In: 2004 IEEE International Conference on Robotics and Biomimetics, pp. 654–659 (2004). https://doi.org/10.1109/ROBIO.2004.1521858
Wang, H., He, L., Li, Q., Zhang, W., Zhang, D., Xu, P.: Research on a kind of leg-wheel stair-climbing wheelchair. 2014 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2014, 2101–2105 (2014). https://doi.org/10.1109/ICMA.2014.6886028
Behera, P.K., Gupta, A.: Novel design of stair climbing wheelchair. J. Mech. Sci. Technol. 32(10), 4903–4908 (2018). https://doi.org/10.1007/s12206-018-0938-6
Liu, J., Wu, Y., Guo, J., Chen, Q.: High-order sliding mode-based synchronous control of a novel stair-climbing wheelchair robot. J. Control Sci. Eng. 2015 (2015). https://doi.org/10.1155/2015/680809
Lawn, M.J., Ishimatsu, T.: Modeling of a stair-climbing wheelchair mechanism with high single-step capability. IEEE Trans. Neural Syst. Rehabil. Eng. 11(3), 323–332 (2003). https://doi.org/10.1109/TNSRE.2003.816875
Quaglia, G., Franco, W., Oderio, R.: Wheelchair.q, a motorized wheelchair with stair climbing ability. Mech. Mach. Theory 46, 1601–1609 (2011). https://doi.org/10.1016/j.mechmachtheory.2011.07.005
Quaglia, G., Franco, W., Nisi, M.: Kinematic analysis of an electric stair-climbing wheelchair. Ing. Univ. 21 (2017). https://doi.org/10.11144/Javeriana.iyu21-1.kaes
Quaglia, G., Nisi, M.: Design of a self-leveling cam mechanism for a stair climbing wheelchair. Mech. Mach. Theory 112, 84–104 (2017). https://doi.org/10.1016/j.mechmachtheory.2017.02.003
Onozuka, Y., Tomokuni, N., Murata, G., Shino, M.: Dynamic stability control of inverted-pendulum-type robotic wheelchair for going up and down stairs. IEEE International Conference on Intelligent Robots and Systems, 4114–4119 (2020). https://doi.org/10.1109/IROS45743.2020.9341242
Onozuka, Y., Tomokuni, N., Murata, G., Shino, M.: Attitude control of an inverted-pendulum-type robotic wheelchair to climb stairs considering dynamic equilibrium. ROBOMECH J. 7 (2020). https://doi.org/10.1186/s40648-020-00171-4
Jamin, N.F., Ghani, N.M.A., Ibrahim, Z.: Movable payload on various conditions of two-wheeled double links wheelchair stability control using enhanced interval type-2 fuzzy logic. IEEE Access 8, 87676–87694 (2020). https://doi.org/10.1109/ACCESS.2020.2991433
Prajapat, M., Sikchi, V., Shaikh-Mohammed, J., Sujatha, S.: Proof-of-concept of a stair-climbing add-on device for wheelchairs. Med. Eng. Phys. 85, 75–86 (2020). https://doi.org/10.1016/j.medengphy.2020.09.013
Castillo, B.D., Kuo, Y.F., Chou, J.J.: Novel design of a wheelchair with stair climbing capabilities. ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences 2(1), 208–215 (2016). https://doi.org/10.1109/ICIIBMS.2015.7439508
Ning, M., Yu, K., Zhang, C., Wu, Z., Wang, Y.: Wheelchair design with variable posture adjustment and obstacle-overcoming ability. J. Braz. Soc. Mech. Sci. Eng. 43(4) (2021). https://doi.org/10.1007/s40430-021-02921-w
Mostyn, V., Krys, V., Kot, T., Bobovsky, Z., Novak, P.: The synthesis of a segmented stair-climbing wheel. Int. J. Adv. Robot. Syst. 15(1), 1–11 (2018). https://doi.org/10.1177/1729881417749470
Sugahara, Y., Yonezawa, N., Kosuge, K.: A novel stair-climbing wheelchair with transformable wheeled four-bar linkages. IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings, 3333–3339 (2010). https://doi.org/10.1109/IROS.2010.5648906
Candiotti, J.L., Daveler, B.J., Kamaraj, D.C., Chung, C.S., Cooper, R., Grindle, G.G., Cooper, R.A.: A heuristic approach to overcome architectural barriers using a robotic wheelchair. IEEE Transactions on Neural Systems and Rehabilitation Engineering : A Publication of the IEEE Engineering in Medicine and Biology Society 27, 1846–1854 (2019). https://doi.org/10.1109/TNSRE.2019.2934387
Hinderer, M., Friedrich, P., Wolf, B.: An autonomous stair-climbing wheelchair. Robot. Auton. Syst. 94, 219–225 (2017). https://doi.org/10.1016/j.robot.2017.04.015
Baishya, N.J., Bhattacharya, B., Ogai, H., Tatsumi, K.: Analysis and design of a minimalist step climbing robot. Appl. Sci. (Switzerland) 11 (2021). https://doi.org/10.3390/app11157044
Sasaki, K., Eguchi, Y., Suzuki, K.: Stair-climbing wheelchair with lever propulsion control of rotary legs. Adv. Robot. 34, 802–813 (2020). https://doi.org/10.1080/01691864.2020.1757505
Verma, A., Shrivastava, S., Ramkumar, J.: Mapping wheelchair functions and their associated functional elements for stair climbing accessibility: a systematic review. Disabil. Rehabil.: Assist. Technol (2022). https://doi.org/10.1080/17483107.2022.2075476
Yu, S., Wang, T., Wang, Z., Wang, Y., Yao, C., Li, X.: Original design of a wheelchair robot equipped with variable geometry single tracked mechanisms. Int. J. Robotics Autom. 30 (2015)
Tao, W., Jia, Y., Liu, T., Yi, J., Wang, H., Inoue, Y.: A novel wheel-track hybrid electric powered wheelchair for stairs climbing. J. Adv. Mech. Des. Syst. Manuf. 10(4), 1–21 (2016). https://doi.org/10.1299/JAMDSM.2016JAMDSM0060
Jorge, A.A., Riascos, L.A.M., Miyagi, P.E.: Modelling and control strategies for a motorized wheelchair with hybrid locomotion systems. J. Braz. Soc. Mech. Sci. Eng. 43(1), 1–15 (2021). https://doi.org/10.1007/s40430-020-02730-7
Thamel, S.R., Munasinghe, R., Lalitharatne, T.: Motion planning of novel stair-climbing wheelchair for elderly and disabled people. MERCon 2020 - 6th International Multidisciplinary Moratuwa Engineering Research Conference, Proceedings, 590–595 (2020). https://doi.org/10.1109/MERCon50084.2020.9185273
Ciabattoni, L., Ferracuti, F., Freddi, A., Iarlori, S., Longhi, S., Monteriù, A.: Human-in-the-loop approach to safe navigation of a smart wheelchair via brain computer interface, vol. 725, pp. 197–209. Springer, (2021). https://doi.org/10.1007/978-3-030-63107-9_16
Li, Z., Li, X., Li, Q., Su, H., Kan, Z., He, W.: Human-in-the-loop control of soft exosuits using impedance learning on different terrains. IEEE Transactions on Robotics, 1–10 (2022). https://doi.org/10.1109/TRO.2022.3160052
Yu, X., Li, B., He, W., Feng, Y., Cheng, L., Silvestre, C.: Adaptive-constrained impedance control for human-robot co-transportation. IEEE Transactions on Cybernetics, 1–13 (2021). https://doi.org/10.1109/TCYB.2021.3107357
Yu, X., He, W., Li, Q., Li, Y., Li, B.: Human-robot co-carrying using visual and force sensing. IEEE Trans. Ind. Electron. 68, 8657–8666 (2021). https://doi.org/10.1109/TIE.2020.3016271
Huang, Q., Zhang, Z., Yu, T., He, S., Li, Y.: An EEG-/EOG-based hybrid brain-computer interface: Application on controlling an integrated wheelchair robotic arm system. Front. Neurosci. 13 (2019). https://doi.org/10.3389/fnins.2019.01243
Fuke, Y., Krotkov, E.: Dead reckoning for a lunar rover on uneven terrain. Proceedings - IEEE International Conference on Robotics and Automation 1, 411–416 (1996). https://doi.org/10.1109/robot.1996.503811
Yu, J.X., Cai, Z.X., Duan, Z.H., Zou, X.B.: Design of dead reckoning system for mobile robot. Journal of Central South University of Technology (English Edition) 13(5), 542–547 (2006). https://doi.org/10.1007/s11771-006-0084-7
Huang, X., Wang, J.: Real-time estimation of center of gravity position for lightweight vehicles using combined AKF-EKF method. IEEE Trans. Veh. Technol. 63(9), 4221–4231 (2014). https://doi.org/10.1109/TVT.2014.2312195
Mourikis, A.I., Trawny, N., Roumeliotis, S.I., Helmick, D.M., Matthies, L.: Autonomous stair climbing for tracked vehicles. Int. J. Robot. Res. 26(7), 737–758 (2007). https://doi.org/10.1177/0278364907080423
Sakai, Y., Lu, H., Tan, J.K., Kim, H.: Environment recognition for electric wheelchair based on YOLOv2. ACM International Conference Proceeding Series, 112–117 (2018). https://doi.org/10.1145/3278229.3278231
Ullah, Z., Xu, Z., Lei, Z., Zhang, L.: A robust localization, slip estimation, and compensation system for WMR in the indoor environments. Symmetry 10(5), 1–20 (2018). https://doi.org/10.3390/sym10050149
Sidharthan, R.K., Kannan, R., Srinivasan, S., Balas, V.E.: Stochastic wheel-slip compensation based robot localization and mapping. Adv. Electr. Comput. Eng. 16(2), 25–32 (2016). https://doi.org/10.4316/AECE.2016.02004
Sharma, B., Pillai, B.M., Suthakorn, J.: Live displacement estimation for rough terrain mobile robot: Bart lab rescue robot. In: 2021 International Siberian Conference on Control and Communications (SIBCON), pp. 1–6 (2021). https://doi.org/10.1109/SIBCON50419.2021.9438919
Pillai, M.B., Nakdhamabhorn, S., Borvorntanajanya, K., Suthakorn, J.: Enforced acceleration control for dc actuated rescue robot. In: 2016 XXII International Conference on Electrical Machines (ICEM), pp. 2640–2648 (2016). https://doi.org/10.1109/ICELMACH.2016.7732894
Botta, A., Bellincioni, R., Quaglia, G.: Autonomous detection and ascent of a step for an electric wheelchair. Mechatronics 86 (2022). https://doi.org/10.1016/j.mechatronics.2022.102838
Chocoteco, J., Morales, R., Feliu, V.: Improving the climbing/descent performance of stair-climbing mobility systems confronting architectural barriers with geometric disturbances. Mechatronics 30, 11–26 (2015). https://doi.org/10.1016/j.mechatronics.2015.06.001
Chocoteco, J., Morales, R., Feliu, V., Sanchez, L.: Trajectory planning for a stair-climbing mobility system using laser distance sensors. IEEE Syst. J. 10, 944–956 (2016). https://doi.org/10.1109/JSYST.2014.2309477
Ikeda, H., Toyama, T., Maki, D., Sato, K., Nakano, E.: Cooperative step-climbing strategy using an autonomous wheelchair and a robot. Robot. Auton. Syst. 135 (2021). https://doi.org/10.1016/j.robot.2020.103670
Wang, J., Wang, T., Yao, C., Li, X., Wu, C.: Active tension control for wt wheelchair robot by using a novel control law for holonomic or nonholonomic systems. Math. Probl. Eng. 2013 (2013). https://doi.org/10.1155/2013/236515
Laffont, I., Guillon, B., Fermanian, C., Pouillot, S., Even-Schneider, A., Boyer, F., Ruquet, M., Aegerter, P., Dizien, O., Lofaso, F.: Evaluation of a stair-climbing power wheelchair in 25 people with tetraplegia. Arch. Phys. Med. Rehabil. 89, 1958–1964 (2008). https://doi.org/10.1016/j.apmr.2008.03.008
Harris, C.G., Stephens, M.J.: A combined corner and edge detector. In: Alvey Vision Conference (1988)
Prażnowski, K., Mamala, J., Śmieja, M., Kupina, M.: Assessment of the road surface condition with longitudinal acceleration signal of the car body. Sensors (Switzerland) 20(21), 1–19 (2020). https://doi.org/10.3390/s20215987
Riascos, L.A.M.: A low cost stair climbing wheelchair. IEEE International Symposium on Industrial Electronics, 627–632 (2015). https://doi.org/10.1109/ISIE.2015.7281541
Yu, S., Wang, T., Wang, Y., Zhi, D., Yao, C., Li, X., Wang, Z., Luo, Y., Wang, Z.: A tip-over and slippage stability criterion for stair-climbing of a wheelchair robot with variable geometry single tracked mechanism. In: 2012 IEEE International Conference on Information and Automation, pp. 88–93 (2012). https://doi.org/10.1109/ICInfA.2012.6246788
Acknowledgements
The authors would like to thank the members of Center for Biomedical and Robotics Technology (BART LAB), Mahidol University for their valuable support to the research. The authors specially acknowledge the contribution of Mr. Amorchai Khawkhom, whose efforts have helped materialize this project.
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This research is supported by the National Research Council of Thailand (Funding No.: NRCT-MHESRI 34/2562) under the title “Intelligent Robotic Wheelchair for Elderly and Disable Persons to Use in Daily Life and Stair Climbing Project”.
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JS conceptualized the project along with the design. BS worked on the mechanical design, development, manufacturing and assembly. BMP developed the dynamic model and control system. KB worked towards the software development and performance of the robotic system. Manuscript was prepared by BS, reviewed and corrected by BMP and supervised by JS.
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Sharma, B., Pillai, B.M., Borvorntanajanya, K. et al. Modeling and Design of a Stair Climbing Wheelchair with Pose Estimation and Adjustment. J Intell Robot Syst 106, 66 (2022). https://doi.org/10.1007/s10846-022-01765-3
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DOI: https://doi.org/10.1007/s10846-022-01765-3