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Deep Learning-Based Human Activity Real-Time Recognition for Pedestrian Navigation

Several pedestrian navigation solutions have been proposed to date, and most of them are based on smartphones. Real-time recognition of pedestrian mode and smartphone posture is a key issue in navigation. Traditional ML (Machine Learning) classification methods have drawbacks, such as insufficient r...

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Detalles Bibliográficos
Autores principales: Ye, Junhua, Li, Xin, Zhang, Xiangdong, Zhang, Qin, Chen, Wu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248737/
https://www.ncbi.nlm.nih.gov/pubmed/32366055
http://dx.doi.org/10.3390/s20092574