Trajectory generation and control of a lower limb exoskeleton for gait assistance

The application of lower limb exoskeletons for gait assistance has attracted extensive attention in recent decades. Reference trajectory and assistive control are the important aspects determining the performance of the exoskeleton. During overground walking, there are certain variations in touchdow...

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Main Authors: Luo, Lincong, Foo, Ming Jeat, Ramanathan, Manoj, Er, Jie Kai, Chiam, Chye Hsia, Li, Lei, Yau, Wei Yun, Ang, Wei Tech
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/170427
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1704272023-09-12T02:41:20Z Trajectory generation and control of a lower limb exoskeleton for gait assistance Luo, Lincong Foo, Ming Jeat Ramanathan, Manoj Er, Jie Kai Chiam, Chye Hsia Li, Lei Yau, Wei Yun Ang, Wei Tech School of Mechanical and Aerospace Engineering Rehabilitation Research Institute of Singapore (RRIS) Engineering::Mechanical engineering Dynamic Movement Primitives Path-based Control The application of lower limb exoskeletons for gait assistance has attracted extensive attention in recent decades. Reference trajectory and assistive control are the important aspects determining the performance of the exoskeleton. During overground walking, there are certain variations in touchdown position, step length and time as subjects have the requirement of adjusting gait pattern to maintain balance. In order to adapt to the different starting and ending foot location on the swing phase of gait, in this study, a dynamic movement primitives (DMPs)-based gait trajectory generation method is proposed to provide a flexible manner to online adjust the reference trajectory. Meanwhile, a time-independent path-based trajectory controller is developed to exert the assistance and guidance for the swing leg motion, where a lookahead distance is employed to search for the desired angular position in 4D hip-knee joint space. The combination of DMP-based reference generation and path-based trajectory control enables lower limb exoskeletons to reduce gait trajectory deviation while still allowing subjects’ own effort to change the gait pattern. Simulations and experiments involving five healthy subjects walking on level ground with a commercial lower limb exoskeleton, were conducted to validate the feasibility and effectiveness of the proposed approach. The results showed that the exoskeleton assistance improved subjects’ leg movement performance, and did not limit subjects’ active effort to adjust step length and time. This work was supported by the Grant No. W1925d0046 from the National Robotics Programme (NRP), Singapore. 2023-09-12T02:41:20Z 2023-09-12T02:41:20Z 2022 Journal Article Luo, L., Foo, M. J., Ramanathan, M., Er, J. K., Chiam, C. H., Li, L., Yau, W. Y. & Ang, W. T. (2022). Trajectory generation and control of a lower limb exoskeleton for gait assistance. Journal of Intelligent and Robotic Systems, 106(3), 64-. https://dx.doi.org/10.1007/s10846-022-01763-5 0921-0296 https://hdl.handle.net/10356/170427 10.1007/s10846-022-01763-5 2-s2.0-85141936820 3 106 64 en W1925d0046 Journal of Intelligent and Robotic Systems © 2022 The Author(s), under exclusive licence to Springer Nature B.V. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
Dynamic Movement Primitives
Path-based Control
spellingShingle Engineering::Mechanical engineering
Dynamic Movement Primitives
Path-based Control
Luo, Lincong
Foo, Ming Jeat
Ramanathan, Manoj
Er, Jie Kai
Chiam, Chye Hsia
Li, Lei
Yau, Wei Yun
Ang, Wei Tech
Trajectory generation and control of a lower limb exoskeleton for gait assistance
description The application of lower limb exoskeletons for gait assistance has attracted extensive attention in recent decades. Reference trajectory and assistive control are the important aspects determining the performance of the exoskeleton. During overground walking, there are certain variations in touchdown position, step length and time as subjects have the requirement of adjusting gait pattern to maintain balance. In order to adapt to the different starting and ending foot location on the swing phase of gait, in this study, a dynamic movement primitives (DMPs)-based gait trajectory generation method is proposed to provide a flexible manner to online adjust the reference trajectory. Meanwhile, a time-independent path-based trajectory controller is developed to exert the assistance and guidance for the swing leg motion, where a lookahead distance is employed to search for the desired angular position in 4D hip-knee joint space. The combination of DMP-based reference generation and path-based trajectory control enables lower limb exoskeletons to reduce gait trajectory deviation while still allowing subjects’ own effort to change the gait pattern. Simulations and experiments involving five healthy subjects walking on level ground with a commercial lower limb exoskeleton, were conducted to validate the feasibility and effectiveness of the proposed approach. The results showed that the exoskeleton assistance improved subjects’ leg movement performance, and did not limit subjects’ active effort to adjust step length and time.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Luo, Lincong
Foo, Ming Jeat
Ramanathan, Manoj
Er, Jie Kai
Chiam, Chye Hsia
Li, Lei
Yau, Wei Yun
Ang, Wei Tech
format Article
author Luo, Lincong
Foo, Ming Jeat
Ramanathan, Manoj
Er, Jie Kai
Chiam, Chye Hsia
Li, Lei
Yau, Wei Yun
Ang, Wei Tech
author_sort Luo, Lincong
title Trajectory generation and control of a lower limb exoskeleton for gait assistance
title_short Trajectory generation and control of a lower limb exoskeleton for gait assistance
title_full Trajectory generation and control of a lower limb exoskeleton for gait assistance
title_fullStr Trajectory generation and control of a lower limb exoskeleton for gait assistance
title_full_unstemmed Trajectory generation and control of a lower limb exoskeleton for gait assistance
title_sort trajectory generation and control of a lower limb exoskeleton for gait assistance
publishDate 2023
url https://hdl.handle.net/10356/170427
_version_ 1779156619880300544