Cargando…

Optimization of deep neural network-based human activity recognition for a wearable device

Human activity recognition (HAR) attempts to classify performed activities from data retrieved from different sensors attached to the body. Most publications pertaining to HAR based on deep neural networks (DNNs) report the development of a suitable architecture to improve recognition accuracy by in...

Descripción completa

Detalles Bibliográficos
Autores principales: Suwannarat, K., Kurdthongmee, W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405952/
https://www.ncbi.nlm.nih.gov/pubmed/34485724
http://dx.doi.org/10.1016/j.heliyon.2021.e07797