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...

Descripció completa

Dades bibliogràfiques

Autors principals:	Md Shafiqul Islam, Mir Kanon Ara Jannat, Mohammad Nahid Hossain, Woo-Su Kim, Soo-Wook Lee, Sung-Hyun Yang
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2022-12-01
Col·lecció:	Sensors
Matèries:	human activity recognition (HAR) channel state information (CSI) deep learning (DL) nested long short-term memory (NLSTM)
Accés en línia:	https://www.mdpi.com/1424-8220/23/1/356
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!