Carrying Position-Independent Ensemble Machine Learning Step-Counting Algorithm for Smartphones

Current step-count estimation techniques use either an accelerometer or gyroscope sensors to calculate the number of steps. However, because of smartphones unfixed placement and direction, their accuracy is insufficient. It is necessary to consider the impact of the carrying position on the accuracy...

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Detalles Bibliográficos
Autores principales: Song, Zihan, Park, Hye-Jin, Thapa, Ngeemasara, Yang, Ja-Gyeong, Harada, Kenji, Lee, Sangyoon, Shimada, Hiroyuki, Park, Hyuntae, Park, Byung-Kwon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144748/
https://www.ncbi.nlm.nih.gov/pubmed/35632145
http://dx.doi.org/10.3390/s22103736

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144748/
https://www.ncbi.nlm.nih.gov/pubmed/35632145
http://dx.doi.org/10.3390/s22103736

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