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Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning

Human activity recognition (HAR) based on the wearable device has attracted more attention from researchers with sensor technology development in recent years. However, personalized HAR requires high accuracy of recognition, while maintaining the model’s generalization capability is a major challeng...

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Detalles Bibliográficos
Autores principales: Fu, Zhongzheng, He, Xinrun, Wang, Enkai, Huo, Jun, Huang, Jian, Wu, Dongrui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865943/
https://www.ncbi.nlm.nih.gov/pubmed/33525538
http://dx.doi.org/10.3390/s21030885