Evidence map›Paper›PMID 35549977›Full record

ArticleJournal of neuroengineering and rehabilitation2022

Characterizing the relationship between peak assistance torque and metabolic cost reduction during running with ankle exoskeletons.

Delaney E Miller, Guan Rong Tan, Emily M Farina, Alison L Sheets-Singer, Steven H Collins

Abstract read
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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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0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Delaney E MillerDepartment of Mechanical Engineering, Stanford University, Stanford, CA, USA. dem4@stanford.edu.ORCID 0000-0003-1704-845X
Guan Rong TanDepartment of Mechanical Engineering, Stanford University, Stanford, CA, USA.
Emily M FarinaSports Research Laboratory, Nike Inc., Beaverton, OR, USA.
Alison L Sheets-SingerSports Research Laboratory, Nike Inc., Beaverton, OR, USA.
Steven H CollinsDepartment of Mechanical Engineering, Stanford University, Stanford, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Exoskeleton DeviceAnkleAnkle JointBiomechanical PhenomenaEnergy MetabolismGaitHumansTorqueWalkingAugmentationExoskeletonHuman-in-the-loop optimizationMetabolic costRunning

Identifiers

PMID35549977
PMCPMC9096774

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.