From Learning Gait Signatures of Many Individuals to Reconstructing Gait Dynamics of One Single Individual

Based on the same databases, we computationally address two seemingly highly related, in fact drastically distinct, questions via computational data-driven algorithms: 1) how to precisely achieve the big task of differentiating gait signatures of many individuals and 2) how to reconstruct an individ...

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Bibliografiske detaljer
Main Authors: Fushing Hsieh, Xiaodong Wang
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2020-11-01
Serier:Frontiers in Applied Mathematics and Statistics
Fag:
multidimensional time series
gait dynamics
algorithmic complexity
unsupervised learning
wearable sensors
Online adgang:https://www.frontiersin.org/articles/10.3389/fams.2020.564935/full
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