Research Paper Title
Autonomous multi-joint soft exosuit with augmentation-power-based control parameter tuning reduces energy cost of loaded walking.
Soft exosuits are a recent approach for assisting human locomotion, which apply assistive torques to the wearer through functional apparel.
Over the past few years, there has been growing recognition of the importance of control individualisation for such gait assistive devices to maximise benefit to the wearer.
In this paper, the researchers present an updated version of autonomous multi-joint soft exosuit, including an online parameter tuning method that customises control parameters for each individual based on positive ankle augmentation power.
The soft exosuit is designed to assist with plantarflexion, hip flexion, and hip extension while walking.
A mobile actuation system is mounted on a military rucksack, and forces generated by the actuation system are transmitted via Bowden cables to the exosuit.
The controller performs an iterative force-based position control of the Bowden cables on a step-by-step basis, delivering multi-articular (plantarflexion and hip flexion) assistance during push-off and hip extension assistance in early stance.
To individualise the multi-articular assistance, an online parameter tuning method was developed that customises two control parameters to maximise the positive augmentation power delivered to the ankle.
To investigate the metabolic efficacy of the exosuit with wearer-specific parameters, human subject testing was conducted involving walking on a treadmill at 1.50 m s- 1 carrying a 6.8-kg loaded rucksack.
Seven participants underwent the tuning process, and the metabolic cost of loaded walking was measured with and without wearing the exosuit using the individualised control parameters.
The online parameter tuning method was capable of customising the control parameters, creating a positive ankle augmentation power map for each individual.
The subject-specific control parameters and resultant assistance profile shapes varied across the study participants.
The exosuit with the wearer-specific parameters significantly reduced the metabolic cost of load carriage by 14.88 ± 1.09% (P = 5 × 10- 5) compared to walking without wearing the device and by 22.03 ± 2.23% (P = 2 × 10- 5) compared to walking with the device unpowered.
The autonomous multi-joint soft exosuit with subject-specific control parameters tuned based on positive ankle augmentation power demonstrated the ability to improve human walking economy.
Future studies will further investigate the effect of the augmentation-power-based control parameter tuning on wearer biomechanics and energetics.
Lee, S., Kim, J., Baker, L., Long, A., Karavas, N., Menard, N., Galiana, I. & Walsh, C.J. (2018) Autonomous multi-joint soft exosuit with augmentation-power-based control parameter tuning reduces energy cost of loaded walking. Journal of Neuroengineering and Rehabilitation. 15(1), pp.66. doi: 10.1186/s12984-018-0410-y.
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