Classification of daily activities using a wireless instrumented insole (WalkinSense) in a semi free-living setting

Anne Backes; Melanie Eckelt; Jennifer Fayad; Valeria Serchi; Thomas Solignac; Tobias Meyer; Bernd Grimm; Caroline Mouton; Romain Seil; Laurent Malisoux

doi:10.1371/journal.pone.0357961

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Open Access

Peer-reviewed

Research Article

Classification of daily activities using a wireless instrumented insole (WalkinSense) in a semi free-living setting

Anne Backes ,

Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

* E-mail: anne.backes@lih.lu

Affiliation Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg

https://orcid.org/0000-0003-2026-5762

⨯
Melanie Eckelt,

Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliations Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg Institute of Research in Orthopedics, Sports Medicine and Science, Eich, Luxembourg
⨯
Jennifer Fayad,

Roles Investigation, Writing – review & editing

Affiliations Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg Institute of Research in Orthopedics, Sports Medicine and Science, Eich, Luxembourg
⨯
Valeria Serchi,

Roles Data curation, Formal analysis, Resources, Software, Visualization, Writing – review & editing

Affiliation IEE S.A., Bissen, Luxembourg
⨯
Thomas Solignac,

Roles Data curation, Formal analysis, Resources, Software, Writing – review & editing

Affiliation IEE S.A., Bissen, Luxembourg
⨯
Tobias Meyer,

Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

Affiliation IEE S.A., Bissen, Luxembourg
⨯
Bernd Grimm,

Roles Conceptualization, Writing – review & editing

Affiliation Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
⨯
Caroline Mouton,

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Centre Hospitalier de Luxembourg, Eich, Luxembourg
⨯
Romain Seil,

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Centre Hospitalier de Luxembourg, Eich, Luxembourg
⨯
Laurent Malisoux

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

Affiliation Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg

https://orcid.org/0000-0002-6601-5630

⨯

Classification of daily activities using a wireless instrumented insole (WalkinSense) in a semi free-living setting

Anne Backes,
Melanie Eckelt,
Jennifer Fayad,
Valeria Serchi,
Thomas Solignac,
Tobias Meyer,
Bernd Grimm,
Caroline Mouton,
Romain Seil,
Laurent Malisoux

Published: September 16, 2026
https://doi.org/10.1371/journal.pone.0357961

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