Design and development of soft exosuit for fall intervention

The risk of falls along with the severity of its associated injuries increases with age. These injuries have caused significant economic loss for the whole family and their caregivers. Hence, many solutions are being developed to minimise fall risk and reduce fall injuries. Here, a fall intervening...

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Main Author: Er, Jie Kai
Other Authors: Ang Wei Tech
Format: Theses and Dissertations
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/104485
http://hdl.handle.net/10220/50026
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1044852023-03-11T18:03:24Z Design and development of soft exosuit for fall intervention Er, Jie Kai Ang Wei Tech School of Mechanical and Aerospace Engineering Robotics Research Centre Engineering::Mechanical engineering::Assistive technology Engineering::Computer science and engineering::Computing methodologies::Pattern recognition The risk of falls along with the severity of its associated injuries increases with age. These injuries have caused significant economic loss for the whole family and their caregivers. Hence, many solutions are being developed to minimise fall risk and reduce fall injuries. Here, a fall intervening novel exosuit that is capable of assisting in recovery actions is proposed. The proposed exosuit will assist in providing a portion of the lumbar extension torque when a trip is detected while remaining transparent during Activities of Daily Living (ADLs). It is hypothesised that the assistive force provided by the exosuit will be sufficient to improve the stability of its user during a trip, as evaluated by balance indicators. The successful realisation of the exosuit depends on many components. These include a fall detection system, a base-suit for force transmission as well as a high bandwidth, high force and high stroke actuator. The developed fall detection system involves three Inertial Measurement Units (IMUs) mounted on the torso and thighs. Each IMU outputs a set of accelerometer and gyroscope data. These data were then passed into a single Hidden Markov Model (HMM) that has been trained using Activities of Daily Living (ADLs). Validation of the system reveals a sensitivity of 90.4%, precision of 87.4%, and an average detection latency of 128.21ms. The base-suit of the exosuit is responsible for providing anchor points and improving the transmission efficiency of the actuator. Two commercially available safety harnesses were used to construct the exosuit. The last component of the exosuit is an actuator that activates only when a fall is detected. This actuator is powered by constant force springs which provided an instantaneous high force output while maintaining its force magnitude throughout the fall recovery period. A novel two-stage design also doubled the stroke while retaining most of the force to perform actual torso extension. Finally, the integrated exosuit was evaluated on 15 healthy subjects for its effectiveness in balance recovery assistance with the extrapolated centre of mass (XCoM). Falls were induced using a fall inducing movable platform (FIMP) which allows transparent overground walking while allowing investigators to randomly induce a repeatable trip with ease. The experimental results proved that the exosuit provided sufficient force at the lumbosacral joint to significantly assist (p<0.001) in the balance recovery of its user. Doctor of Philosophy 2019-09-27T02:27:07Z 2019-12-06T21:33:53Z 2019-09-27T02:27:07Z 2019-12-06T21:33:53Z 2019 Thesis Er, J. K. (2019). Design and development of soft exosuit for fall intervention. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/104485 http://hdl.handle.net/10220/50026 10.32657/10356/104485 en 363 p. application/pdf
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::Assistive technology
Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
spellingShingle Engineering::Mechanical engineering::Assistive technology
Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
Er, Jie Kai
Design and development of soft exosuit for fall intervention
description The risk of falls along with the severity of its associated injuries increases with age. These injuries have caused significant economic loss for the whole family and their caregivers. Hence, many solutions are being developed to minimise fall risk and reduce fall injuries. Here, a fall intervening novel exosuit that is capable of assisting in recovery actions is proposed. The proposed exosuit will assist in providing a portion of the lumbar extension torque when a trip is detected while remaining transparent during Activities of Daily Living (ADLs). It is hypothesised that the assistive force provided by the exosuit will be sufficient to improve the stability of its user during a trip, as evaluated by balance indicators. The successful realisation of the exosuit depends on many components. These include a fall detection system, a base-suit for force transmission as well as a high bandwidth, high force and high stroke actuator. The developed fall detection system involves three Inertial Measurement Units (IMUs) mounted on the torso and thighs. Each IMU outputs a set of accelerometer and gyroscope data. These data were then passed into a single Hidden Markov Model (HMM) that has been trained using Activities of Daily Living (ADLs). Validation of the system reveals a sensitivity of 90.4%, precision of 87.4%, and an average detection latency of 128.21ms. The base-suit of the exosuit is responsible for providing anchor points and improving the transmission efficiency of the actuator. Two commercially available safety harnesses were used to construct the exosuit. The last component of the exosuit is an actuator that activates only when a fall is detected. This actuator is powered by constant force springs which provided an instantaneous high force output while maintaining its force magnitude throughout the fall recovery period. A novel two-stage design also doubled the stroke while retaining most of the force to perform actual torso extension. Finally, the integrated exosuit was evaluated on 15 healthy subjects for its effectiveness in balance recovery assistance with the extrapolated centre of mass (XCoM). Falls were induced using a fall inducing movable platform (FIMP) which allows transparent overground walking while allowing investigators to randomly induce a repeatable trip with ease. The experimental results proved that the exosuit provided sufficient force at the lumbosacral joint to significantly assist (p<0.001) in the balance recovery of its user.
author2 Ang Wei Tech
author_facet Ang Wei Tech
Er, Jie Kai
format Theses and Dissertations
author Er, Jie Kai
author_sort Er, Jie Kai
title Design and development of soft exosuit for fall intervention
title_short Design and development of soft exosuit for fall intervention
title_full Design and development of soft exosuit for fall intervention
title_fullStr Design and development of soft exosuit for fall intervention
title_full_unstemmed Design and development of soft exosuit for fall intervention
title_sort design and development of soft exosuit for fall intervention
publishDate 2019
url https://hdl.handle.net/10356/104485
http://hdl.handle.net/10220/50026
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