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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...
Autores principales: | Islam, Md Shafiqul, Jannat, Mir Kanon Ara, Hossain, Mohammad Nahid, Kim, Woo-Su, Lee, Soo-Wook, Yang, Sung-Hyun |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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