ArticleJournal of neuroengineering and rehabilitation2022
Characterizing the relationship between peak assistance torque and metabolic cost reduction during running with ankle exoskeletons.
Article in Journal of neuroengineering and rehabilitation, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Simulation-guided design of exotendons to reduce the energetic cost of running.bioRxiv : the preprint server for biology · 2026Article
- Design and evaluation of a passive knee-ankle exoskeleton for walking and squatting: a musculoskeletal simulation study.Medical & biological engineering & computing · 2026Article
- Design of an ankle exoskeleton with twisted string actuation for running assistance.Wearable technologies · 2025Article
- Energy-Efficient Actuation for Wearable Exoskeletons: A Virtual Prototype.Applied bionics and biomechanics · 2025Article
- Assistance force-line of exosuit affects ankle multidimensional motion: a theoretical and experimental study.Journal of neuroengineering and rehabilitation · 2024Article
- Optimization of Torque-Control Model for Quasi-Direct-Drive Knee Exoskeleton Robots Based on Regression Forecasting.Sensors (Basel, Switzerland) · 2024Article
- Optimizing exoskeleton assistance to improve walking speed and energy economy for older adults.Journal of neuroengineering and rehabilitation · 2024Article
- Evaluation of controllers for augmentative hip exoskeletons and their effects on metabolic cost of walking: explicit versus implicit synchronization.Frontiers in bioengineering and biotechnology · 2024Article
- Predicting the metabolic cost of exoskeleton-assisted squatting using foot pressure features and machine learning.Frontiers in robotics and AI · 2023Article
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Authors and funding
5 authors.
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Abstract
backgroundReducing the energy cost of running with exoskeletons could improve enjoyment, reduce fatigue, and encourage participation among novice and ageing runners. Previously, tethered ankle exoskeleton emulators with offboard motors were used to greatly reduce the energy cost of running with powered ankle plantarflexion assistance. Through a process known as "human-in-the-loop optimization", the timing and magnitude of assistance torque was optimized to maximally reduce metabolic cost. However, to achieve the maximum net benefit in energy cost outside of the laboratory environment, it is also necessary to consider the tradeoff between the magnitude of device assistance and the metabolic penalty of carrying a heavier, more powerful exoskeleton.
methodsIn this study, tethered ankle exoskeleton emulators were used to characterize the effect of peak assistance torque on metabolic cost during running. Three recreational runners participated in human-in-the-loop optimization at four fixed peak assistance torque levels to obtain their energetically optimal assistance timing parameters at each level.
resultsWe found that the relationship between metabolic rate and peak assistance torque was nearly linear but with diminishing returns at higher torque magnitudes, which is well-approximated by an asymptotic exponential function. At the highest assistance torque magnitude of 0.8 Nm/kg, participants' net metabolic rate was 24.8 ± 2.3% (p = 4e-6) lower than running in the unpowered devices. Optimized timing of peak assistance torque was as late as allowed during stance (80% of stance) and optimized timing of torque removal was at toe-off (100% of stance); similar assistance timing was preferred across participants and torque magnitudes.
conclusionsThese results allow exoskeleton designers to predict the energy cost savings for candidate devices with different assistance torque capabilities, thus informing the design of portable ankle exoskeletons that maximize net metabolic benefit.
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