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STC-NLSTMNet: An Improved Human Activity Recognition Method Using Convolutional Neural Network with NLSTM from WiFi CSI

Human activity recognition (HAR) has emerged as a significant area of research due to its numerous possible applications, including ambient assisted living, healthcare, abnormal behaviour detection, etc. Recently, HAR using WiFi channel state information (CSI) has become a predominant and unique app...

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Detalles Bibliográficos
Autores principales: Islam, Md Shafiqul, Jannat, Mir Kanon Ara, Hossain, Mohammad Nahid, Kim, Woo-Su, Lee, Soo-Wook, Yang, Sung-Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823549/
https://www.ncbi.nlm.nih.gov/pubmed/36616954
http://dx.doi.org/10.3390/s23010356