Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis

Detalhes bibliográficos
Autor(a) principal: Lopes, João Pedro Mendes
Data de Publicação: 2021
Outros Autores: Figueiredo, Joana, Pinheiro, Cristiana Filipa Sampaio, Reis, Luís P., Santos, Cristina
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/84270
Resumo: Gait disabilities empowered intensive research on the field of human-robot interaction to promote effective gait rehabilitation. Assist-as-needed strategies are becoming prominent, appealing to the users’ participation in their rehabilitation therapy. This study proposes and assesses the biomechanical effects of an adaptive impedance control strategy that innovatively allows adaptability in interaction-based stiffness and gait trajectory towards a fully assist-as-needed therapy. By modulating the interaction-based stiffness per gait phase, we hypothesize that the strategy appeals to a symbiotic human-orthotic cooperation, augmenting the user’s muscular activity. The interaction stiffness was estimated by modelling the human-orthosis interaction torque vs angle curve with a linear regression model. The strategy also allows for real-time trajectory adaptations at different gait phases to fulfil the users’ needs. The biomechanical assessment of the impedance-controlled ankle orthosis involved eight healthy volunteers walking at 1.0 and 1.6 km/h. The results revealed a stronger muscular activation regarding the non-assisted leg for the gastrocnemius lateralis (increment ratio ≥ 1.0 for both gait speeds) and for the tibialis anterior muscle (increment ratio ≥ 1.0 for 1.6 km/h). The strategy guided users successfully on a healthy gait pattern while allowing deviations (median error < 5.0°) given the users’ intention weighted by interaction stiffness. Findings showed the relevance for adapting gait trajectory as users prefer higher trajectories as the speed increases. No significant temporal variations or neither knee angular compensations were observed (p value ≥0.11). Overall results support that this strategy may be applied for intensity-adapted gait training, allowing different human-robot compliant levels.
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spelling Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosisAdaptive assistive strategiesImpedance controlHuman-orthosis interactionLocomotion and actuation systemsRobotic rehabilitationEngenharia e Tecnologia::Engenharia MédicaScience & TechnologySaúde de qualidadeGait disabilities empowered intensive research on the field of human-robot interaction to promote effective gait rehabilitation. Assist-as-needed strategies are becoming prominent, appealing to the users’ participation in their rehabilitation therapy. This study proposes and assesses the biomechanical effects of an adaptive impedance control strategy that innovatively allows adaptability in interaction-based stiffness and gait trajectory towards a fully assist-as-needed therapy. By modulating the interaction-based stiffness per gait phase, we hypothesize that the strategy appeals to a symbiotic human-orthotic cooperation, augmenting the user’s muscular activity. The interaction stiffness was estimated by modelling the human-orthosis interaction torque vs angle curve with a linear regression model. The strategy also allows for real-time trajectory adaptations at different gait phases to fulfil the users’ needs. The biomechanical assessment of the impedance-controlled ankle orthosis involved eight healthy volunteers walking at 1.0 and 1.6 km/h. The results revealed a stronger muscular activation regarding the non-assisted leg for the gastrocnemius lateralis (increment ratio ≥ 1.0 for both gait speeds) and for the tibialis anterior muscle (increment ratio ≥ 1.0 for 1.6 km/h). The strategy guided users successfully on a healthy gait pattern while allowing deviations (median error < 5.0°) given the users’ intention weighted by interaction stiffness. Findings showed the relevance for adapting gait trajectory as users prefer higher trajectories as the speed increases. No significant temporal variations or neither knee angular compensations were observed (p value ≥0.11). Overall results support that this strategy may be applied for intensity-adapted gait training, allowing different human-robot compliant levels.This work has been supported by the FEDER Funds through the Programa Operacional Regional do Norte and national funds from Fundação para a Ciência e Tecnologia with the SmartOs project under Grant NORTE-01-0145-FEDER-030386, and under the national support to R&D units grant through the reference project UIDB/04436/2020 and UIDP/04436/2020.SpringerUniversidade do MinhoLopes, João Pedro MendesFigueiredo, JoanaPinheiro, Cristiana Filipa SampaioReis, Luís P.Santos, Cristina2021-07-082021-07-08T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/84270engLopes, J.M., Figueiredo, J., Pinheiro, C. et al. Biomechanical Assessment of Adapting Trajectory and Human-Robot Interaction Stiffness in Impedance-Controlled Ankle Orthosis. J Intell Robot Syst 102, 76 (2021). https://doi.org/10.1007/s10846-021-01423-00921-02961573-040910.1007/s10846-021-01423-076https://link.springer.com/article/10.1007/s10846-021-01423-0info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:47:36Zoai:repositorium.sdum.uminho.pt:1822/84270Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:45:42.614166Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
title Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
spellingShingle Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
Lopes, João Pedro Mendes
Adaptive assistive strategies
Impedance control
Human-orthosis interaction
Locomotion and actuation systems
Robotic rehabilitation
Engenharia e Tecnologia::Engenharia Médica
Science & Technology
Saúde de qualidade
title_short Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
title_full Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
title_fullStr Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
title_full_unstemmed Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
title_sort Biomechanical assessment of adapting trajectory and human-robot interaction stiffness in impedance-controlled ankle orthosis
author Lopes, João Pedro Mendes
author_facet Lopes, João Pedro Mendes
Figueiredo, Joana
Pinheiro, Cristiana Filipa Sampaio
Reis, Luís P.
Santos, Cristina
author_role author
author2 Figueiredo, Joana
Pinheiro, Cristiana Filipa Sampaio
Reis, Luís P.
Santos, Cristina
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Lopes, João Pedro Mendes
Figueiredo, Joana
Pinheiro, Cristiana Filipa Sampaio
Reis, Luís P.
Santos, Cristina
dc.subject.por.fl_str_mv Adaptive assistive strategies
Impedance control
Human-orthosis interaction
Locomotion and actuation systems
Robotic rehabilitation
Engenharia e Tecnologia::Engenharia Médica
Science & Technology
Saúde de qualidade
topic Adaptive assistive strategies
Impedance control
Human-orthosis interaction
Locomotion and actuation systems
Robotic rehabilitation
Engenharia e Tecnologia::Engenharia Médica
Science & Technology
Saúde de qualidade
description Gait disabilities empowered intensive research on the field of human-robot interaction to promote effective gait rehabilitation. Assist-as-needed strategies are becoming prominent, appealing to the users’ participation in their rehabilitation therapy. This study proposes and assesses the biomechanical effects of an adaptive impedance control strategy that innovatively allows adaptability in interaction-based stiffness and gait trajectory towards a fully assist-as-needed therapy. By modulating the interaction-based stiffness per gait phase, we hypothesize that the strategy appeals to a symbiotic human-orthotic cooperation, augmenting the user’s muscular activity. The interaction stiffness was estimated by modelling the human-orthosis interaction torque vs angle curve with a linear regression model. The strategy also allows for real-time trajectory adaptations at different gait phases to fulfil the users’ needs. The biomechanical assessment of the impedance-controlled ankle orthosis involved eight healthy volunteers walking at 1.0 and 1.6 km/h. The results revealed a stronger muscular activation regarding the non-assisted leg for the gastrocnemius lateralis (increment ratio ≥ 1.0 for both gait speeds) and for the tibialis anterior muscle (increment ratio ≥ 1.0 for 1.6 km/h). The strategy guided users successfully on a healthy gait pattern while allowing deviations (median error < 5.0°) given the users’ intention weighted by interaction stiffness. Findings showed the relevance for adapting gait trajectory as users prefer higher trajectories as the speed increases. No significant temporal variations or neither knee angular compensations were observed (p value ≥0.11). Overall results support that this strategy may be applied for intensity-adapted gait training, allowing different human-robot compliant levels.
publishDate 2021
dc.date.none.fl_str_mv 2021-07-08
2021-07-08T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/84270
url https://hdl.handle.net/1822/84270
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Lopes, J.M., Figueiredo, J., Pinheiro, C. et al. Biomechanical Assessment of Adapting Trajectory and Human-Robot Interaction Stiffness in Impedance-Controlled Ankle Orthosis. J Intell Robot Syst 102, 76 (2021). https://doi.org/10.1007/s10846-021-01423-0
0921-0296
1573-0409
10.1007/s10846-021-01423-0
76
https://link.springer.com/article/10.1007/s10846-021-01423-0
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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