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Lower Limb Locomotion Activity Recognition of Healthy Individuals Using Semi-Markov Model and Single Wearable Inertial Sensor

Lower limb locomotion activity is of great interest in the field of human activity recognition. In this work, a triplet semi-Markov model-based method is proposed to recognize the locomotion activities of healthy individuals when lower limbs move periodically. In the proposed algorithm, the gait pha...

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Detalles Bibliográficos
Autores principales: Li, Haoyu, Derrode, Stéphane, Pieczynski, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806304/
https://www.ncbi.nlm.nih.gov/pubmed/31569584
http://dx.doi.org/10.3390/s19194242