Automatic walking pattern transformation method of an assistive device during stair-ground transition

This study mainly aims to ensure the safety of elderly people with a walking assistive device during ground-stair transition. A system that could automatically transfer the walking mode of the assistive device after detecting the ground or stairs is proposed in this research. The assistive device ut...

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Published inJournal of Advanced Mechanical Design, Systems, and Manufacturing Vol. 15; no. 1; p. JAMDSM0002
Main Authors LEE, Hee-Hyol, YU, Shuai-Hong, ZHANG, Yu-Cheng, WANG, Hui-Tian, TANAKA, Eiichiro, YANG, Bo-Rong
Format Journal Article
LanguageEnglish
Published Tokyo The Japan Society of Mechanical Engineers 2021
Japan Science and Technology Agency
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Online AccessGet full text
ISSN1881-3054
1881-3054
DOI10.1299/jamdsm.2021jamdsm0002

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Abstract This study mainly aims to ensure the safety of elderly people with a walking assistive device during ground-stair transition. A system that could automatically transfer the walking mode of the assistive device after detecting the ground or stairs is proposed in this research. The assistive device utilizes impedance control to track the predefined walking motions (level and stair walking) that belong to healthy people. Therefore, the target user could be taught to walk safely while being assisted. Collisions and falls can easily happen during the transition from even ground to stairs. Thus, we propose a distance-detection system using ultrasonic sensors mounted at the toe and the heel of the feet to detect the changes in road conditions. Accordingly, the previous walking pattern automatically converses to stair climbing or level walking when the assistive device walking on the ground finds the stairs ahead or detects the ground during stair walking. The device motion is changed by switching the target trajectories. The walking trajectories during the transition for different roads are combined. When walking on stairs that are dangerous for the user, the gait is adjusted to prevent tripping and missing steps based on the measured distance from the feet to the stairs. The effectiveness of the system is verified through simulations and experiments. In the simulations, the device target trajectories could be successfully changed when the device walks toward distinct road conditions from any distance. Three subjects participated in the experiments on two types of stairs. The experimental results show that compared with the normal walking of subjects, the foot height increases after assistance, which makes stair walking safer. In conclusion, this method can solve the adaptability of walking assistive devices to different surroundings.
AbstractList This study mainly aims to ensure the safety of elderly people with a walking assistive device during ground-stair transition. A system that could automatically transfer the walking mode of the assistive device after detecting the ground or stairs is proposed in this research. The assistive device utilizes impedance control to track the predefined walking motions (level and stair walking) that belong to healthy people. Therefore, the target user could be taught to walk safely while being assisted. Collisions and falls can easily happen during the transition from even ground to stairs. Thus, we propose a distance-detection system using ultrasonic sensors mounted at the toe and the heel of the feet to detect the changes in road conditions. Accordingly, the previous walking pattern automatically converses to stair climbing or level walking when the assistive device walking on the ground finds the stairs ahead or detects the ground during stair walking. The device motion is changed by switching the target trajectories. The walking trajectories during the transition for different roads are combined. When walking on stairs that are dangerous for the user, the gait is adjusted to prevent tripping and missing steps based on the measured distance from the feet to the stairs. The effectiveness of the system is verified through simulations and experiments. In the simulations, the device target trajectories could be successfully changed when the device walks toward distinct road conditions from any distance. Three subjects participated in the experiments on two types of stairs. The experimental results show that compared with the normal walking of subjects, the foot height increases after assistance, which makes stair walking safer. In conclusion, this method can solve the adaptability of walking assistive devices to different surroundings.
Author ZHANG, Yu-Cheng
WANG, Hui-Tian
YU, Shuai-Hong
LEE, Hee-Hyol
TANAKA, Eiichiro
YANG, Bo-Rong
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10.1299/kikaic.77.1119
10.1299/jamdsm.2020jamdsm0036
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Steinweg, K., The changing approach to falls in the elderly. Am Fam Physician, Vol.56, No.7 (1997), pp.1815-1823.
Tanaka E., Suzuki T., Saegusa S. and Yuge L., Walking assistance apparatus able to select the control method according to the purpose of the user, World Automation Congress, (2014), pp.537-542.
Chiu, S. L., Chang, C. C., Dennerlein, J. T. and Xu, X., Age-related differences in inter-joint coordination during stair walking transitions, Gait & Posture, Vol.42, No.2 (2015), pp.152-157.
Mamun, S. A., Antony, L., Kobayashi, Y. and Kuno, Y., Single laser bidirectional sensing for robotic wheelchair step detection and measurement, Springer International Publishing (2017), pp.37-47.
Kazerooni, H., Racine, J., Huang, L. and Steger, R., On the control of the Berkeley lower extremity exoskeleton (BLEEX), IEEE International Conference on Robotics and Automation (2005), pp.4353-4360.
Hamel, K. A., Okita, N., Higginson J. S. and Cavanagh P. R., Foot clearance during stair descent: effects of age and illumination, Gait & Posture, Vol.21, No.2 (2005), pp.135-140.
Perez-Yus, A., Gutierrez-Gomez, D., Lopez-Nicolas, G. and Guerrero, J. J., Stairs detection with odometry-aided traversal from a wearable RGB-D camera, Computer Vision and Image Understanding, Vol.154 (2017), pp.192-205.
Strausser, K. A. and Kazerooni, H., The development and testing of a human machine interface for a mobile medical exoskeleton, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2011), pp.4911-4916.
Tanaka, E., Ikehara, T., Sato, Y., Yusa, H., Ito, K., Saegusa, S., Nakagawa, K., Aokage, Y. and Yuge, L., Development of a walking assistance apparatus without fixation on legs and study on the assistance effectiveness with electromyography, Transactions of the Japan Society of Mechanical Engineers, Series C, Vol.77, No.775 (2011), pp.1119-1132 (In Japanese).
Westfechtel, T., Ohno, K., Mertsching, B., Eckertz, D., Kojima, S. and Tadokoro, S., 3D graph based stairway detection and localization for mobile robots, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2016), pp.473-479.
Yamamoto, K., Hyodo, K., Ishii, M. and Matsuo, T., Development of power assisting suit for assisting nurse labor, JSME International Journal, Series C, Vol.45, No.3 (2002), pp.703-711.
Ren, J., Guo, H., Wu, Z., Long, X. and Wu X., Scene understanding with support relation inference for exoskeleton robot, IEEE International Conference on Cyborg and Bionic Systems (CBS) (2018), pp.144-150
Yang, B.R, Zhang, Y. C., Lee, H. H. and Tanaka, E., An automatic transformation method for the walking assistive device to walk between flat ground and stairs safely, ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2019).
Hayashi, Y. and Kiguchi, K., Stairs-ascending/descending assist for a lower-limb power-assist robot considering ZMP, IEEE/RSJ International Conference on Intelligent Robots and Systems (2011), pp.1755-1760.
Yang, B. R., Lee, H. H. and Tanaka, E., Posture compensation of a walking assistive device using zero-moment point to stabilize motions on stairs, Journal of Advanced Mechanical Design, Systems, and Manufacturing, Vol.14, Issue 3 (2020).
Nakamura, R., Saito, H. and Nagasaki, H., Fundamental kinematics (2003), pp.334-335, Ishiyaku publishers Inc, 6th Edition (In Japanese).
Zhang, Y. C., Tanaka, E., Lee, H. H., Saegusa, S. and Yuge, L., User-friendly walking assistance device able to walk on stairs safely, IEEE International Conference on Advanced Intelligent Mechatronics (AIM) (2hic017), pp.839-844.
Colombo, G., Jorg, M. and Dietz, V., Driven gait orthosis to do locomotor training of paraplegic patients, Proceedings of the 22nd Annual EMBS International Conference (2000), pp. 3159-3163.
Evans R., Trauma and falls, Emergency Care of the Elder Person (1996), p.153, St. Louis: Beverly Cracom Publishing.
David, E., Richard, F., David, W., Andrew, S. and Buckley, J., Analysis of lower limb movement to determine the effect of manipulating the appearance of stairs to improve safety: a linked series of laboratory-based, repeated measures studies, Public Health Research, Vol. 3, No. 8 (2015), pp. 1-56.
Yang, B. R., Lee, H. H. and Tanaka, E., Stable posture compensation based on zero-moment point control method for a walking assistance apparatus, International Conference on Cyborg and Bionic Systems (2018), pp.286-291.
Costigan, P., Deluzio, K. and Wyss, U., Knee and hip kinetics during normal stair climbing, Gait & Posture, Vol.16, No.1 (2002), pp.31-37.
Joseph J. and Watson R., Telemetering electromyography of muscles used in walking up and down stairs, The Journal of Bone and Joint Surgery, Series B, Vol.49, No.4, (1967), pp.774-780.
Yan, T., Cempini, M., Oddo, C. and Vitiello N., Review of assistive strategies in powered lower-limb orthoses and exoskeletons, Robotics and Autonomous Systems, Vol.64 (2015), pp.120-136.
Tanaka, E., Ikehara, T., Yusa, H., Sato, Y., Sakurai, T., Saegusa, S., Ito, K. and Yuge, L., Walking-assistance apparatus as a next-generation vehicle and movable neuro-rehabilitation training appliance. Journal of Robotics and Mechatronics, Vol.24, No.5 (2012), pp.851-865.
Farris, R. J., Quintero, H. A. and Goldfarb, M., Performance evaluation of a lower limb exoskeleton for stair ascent and descent with paraplegia, International Conference of the IEEE EMBS (2012), pp.1908-1911.
Yan, Z., Li, N., Long, X., Ren, H. and Wu, X., Bionic mechanical design and stair ascending/descending gait planning of a lower-limb exoskeleton robot, International Conference on Cyborg and Bionic Systems (2018), pp.155-160.
Foster, R. J., Whitaker, D., Scally, A. J., Buckley, J. G. and David B. E., What you see is what you step: the horizontal-vertical illusion increases toe clearance in older adults during stair ascent, Investigative Ophthalmology & Visual Science, Vol.56 (2015), pp.2950-2957.
Hobara, H., Kobayashi, Y., Nakamura, T., Yamasaki, N. and Ogata, T., Foot clearance strategy for step-over-step stair climbing in transfemoral amputees, Prosthetics and Orthotics International, Vol.38, No.4 (2014), pp.332-335.
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References_xml – reference: Joseph J. and Watson R., Telemetering electromyography of muscles used in walking up and down stairs, The Journal of Bone and Joint Surgery, Series B, Vol.49, No.4, (1967), pp.774-780.
– reference: Zhang, Y. C., Tanaka, E., Lee, H. H., Saegusa, S. and Yuge, L., User-friendly walking assistance device able to walk on stairs safely, IEEE International Conference on Advanced Intelligent Mechatronics (AIM) (2hic017), pp.839-844.
– reference: Strausser, K. A. and Kazerooni, H., The development and testing of a human machine interface for a mobile medical exoskeleton, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2011), pp.4911-4916.
– reference: Kazerooni, H., Racine, J., Huang, L. and Steger, R., On the control of the Berkeley lower extremity exoskeleton (BLEEX), IEEE International Conference on Robotics and Automation (2005), pp.4353-4360.
– reference: Yan, T., Cempini, M., Oddo, C. and Vitiello N., Review of assistive strategies in powered lower-limb orthoses and exoskeletons, Robotics and Autonomous Systems, Vol.64 (2015), pp.120-136.
– reference: Hirano, S., Saitoh, E., Tanabe, S., Katoh, M., Shimizu, Y., Yatsuya, K., Tanaka, H., Kagaya, H., Ishihara, K. and Uno, A., Comparison between gait-assisting robot (WPAL) and bilateral knee-ankle-foot orthoses with a medial single hip joint in gait reconstruction for patients with paraplegia, Japanese Journal of Comprehensive Rehabilitation Science, Vol.6 (2015), pp.21-26.
– reference: Colombo, G., Jorg, M. and Dietz, V., Driven gait orthosis to do locomotor training of paraplegic patients, Proceedings of the 22nd Annual EMBS International Conference (2000), pp. 3159-3163.
– reference: Tanaka, E., Ikehara, T., Yusa, H., Sato, Y., Sakurai, T., Saegusa, S., Ito, K. and Yuge, L., Walking-assistance apparatus as a next-generation vehicle and movable neuro-rehabilitation training appliance. Journal of Robotics and Mechatronics, Vol.24, No.5 (2012), pp.851-865.
– reference: Foster, R. J., Whitaker, D., Scally, A. J., Buckley, J. G. and David B. E., What you see is what you step: the horizontal-vertical illusion increases toe clearance in older adults during stair ascent, Investigative Ophthalmology & Visual Science, Vol.56 (2015), pp.2950-2957.
– reference: Yang, B.R, Zhang, Y. C., Lee, H. H. and Tanaka, E., An automatic transformation method for the walking assistive device to walk between flat ground and stairs safely, ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2019).
– reference: Evans R., Trauma and falls, Emergency Care of the Elder Person (1996), p.153, St. Louis: Beverly Cracom Publishing.
– reference: David, E., Richard, F., David, W., Andrew, S. and Buckley, J., Analysis of lower limb movement to determine the effect of manipulating the appearance of stairs to improve safety: a linked series of laboratory-based, repeated measures studies, Public Health Research, Vol. 3, No. 8 (2015), pp. 1-56.
– reference: Chiu, S. L., Chang, C. C., Dennerlein, J. T. and Xu, X., Age-related differences in inter-joint coordination during stair walking transitions, Gait & Posture, Vol.42, No.2 (2015), pp.152-157.
– reference: Hobara, H., Kobayashi, Y., Nakamura, T., Yamasaki, N. and Ogata, T., Foot clearance strategy for step-over-step stair climbing in transfemoral amputees, Prosthetics and Orthotics International, Vol.38, No.4 (2014), pp.332-335.
– reference: Steinweg, K., The changing approach to falls in the elderly. Am Fam Physician, Vol.56, No.7 (1997), pp.1815-1823.
– reference: Westfechtel, T., Ohno, K., Mertsching, B., Eckertz, D., Kojima, S. and Tadokoro, S., 3D graph based stairway detection and localization for mobile robots, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2016), pp.473-479.
– reference: Yan, Z., Li, N., Long, X., Ren, H. and Wu, X., Bionic mechanical design and stair ascending/descending gait planning of a lower-limb exoskeleton robot, International Conference on Cyborg and Bionic Systems (2018), pp.155-160.
– reference: Nakamura, R., Saito, H. and Nagasaki, H., Fundamental kinematics (2003), pp.334-335, Ishiyaku publishers Inc, 6th Edition (In Japanese).
– reference: Ren, J., Guo, H., Wu, Z., Long, X. and Wu X., Scene understanding with support relation inference for exoskeleton robot, IEEE International Conference on Cyborg and Bionic Systems (CBS) (2018), pp.144-150
– reference: Hayashi, Y. and Kiguchi, K., Stairs-ascending/descending assist for a lower-limb power-assist robot considering ZMP, IEEE/RSJ International Conference on Intelligent Robots and Systems (2011), pp.1755-1760.
– reference: Costigan, P., Deluzio, K. and Wyss, U., Knee and hip kinetics during normal stair climbing, Gait & Posture, Vol.16, No.1 (2002), pp.31-37.
– reference: Yang, B. R., Lee, H. H. and Tanaka, E., Posture compensation of a walking assistive device using zero-moment point to stabilize motions on stairs, Journal of Advanced Mechanical Design, Systems, and Manufacturing, Vol.14, Issue 3 (2020).
– reference: Farris, R. J., Quintero, H. A. and Goldfarb, M., Performance evaluation of a lower limb exoskeleton for stair ascent and descent with paraplegia, International Conference of the IEEE EMBS (2012), pp.1908-1911.
– reference: Yang, B. R., Lee, H. H. and Tanaka, E., Stable posture compensation based on zero-moment point control method for a walking assistance apparatus, International Conference on Cyborg and Bionic Systems (2018), pp.286-291.
– reference: Mamun, S. A., Antony, L., Kobayashi, Y. and Kuno, Y., Single laser bidirectional sensing for robotic wheelchair step detection and measurement, Springer International Publishing (2017), pp.37-47.
– reference: Perez-Yus, A., Gutierrez-Gomez, D., Lopez-Nicolas, G. and Guerrero, J. J., Stairs detection with odometry-aided traversal from a wearable RGB-D camera, Computer Vision and Image Understanding, Vol.154 (2017), pp.192-205.
– reference: Hamel, K. A., Okita, N., Higginson J. S. and Cavanagh P. R., Foot clearance during stair descent: effects of age and illumination, Gait & Posture, Vol.21, No.2 (2005), pp.135-140.
– reference: Tanaka, E., Ikehara, T., Sato, Y., Yusa, H., Ito, K., Saegusa, S., Nakagawa, K., Aokage, Y. and Yuge, L., Development of a walking assistance apparatus without fixation on legs and study on the assistance effectiveness with electromyography, Transactions of the Japan Society of Mechanical Engineers, Series C, Vol.77, No.775 (2011), pp.1119-1132 (In Japanese).
– reference: Tanaka E., Suzuki T., Saegusa S. and Yuge L., Walking assistance apparatus able to select the control method according to the purpose of the user, World Automation Congress, (2014), pp.537-542.
– reference: Yamamoto, K., Hyodo, K., Ishii, M. and Matsuo, T., Development of power assisting suit for assisting nurse labor, JSME International Journal, Series C, Vol.45, No.3 (2002), pp.703-711.
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Snippet This study mainly aims to ensure the safety of elderly people with a walking assistive device during ground-stair transition. A system that could automatically...
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SubjectTerms Feet
Gait
Gait adjustment
Heels
Impedance control
Older people
Stair-ground transition
Stairways
Trajectory transformation
Ultrasonic sensor
Ultrasonic testing
Walking
Walking assistance
Title Automatic walking pattern transformation method of an assistive device during stair-ground transition
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