Výsledky vyhledávání - "Soo-Wook Lee"

Akademický článek

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

Autor: Md Shafiqul Islam, Mir Kanon Ara Jannat, Mohammad Nahid Hossain, Woo-Su Kim, Soo-Wook Lee, Sung-Hyun Yang

Publikováno v: Sensors, Vol 23, Iss 1, p 356 (2022)

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 informa

Externí odkaz: https://doaj.org/article/743c49fa3efa4d7eb9e7da34bdf02085

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Akademický článek

HHI-AttentionNet: An Enhanced Human-Human Interaction Recognition Method Based on a Lightweight Deep Learning Model with Attention Network from CSI

Autor: Islam Md Shafiqul, Mir Kanon Ara Jannat, Jin-Woo Kim, Soo-Wook Lee, Sung-Hyun Yang

Publikováno v: Sensors, Vol 22, Iss 16, p 6018 (2022)

Nowadays WiFi based human activity recognition (WiFi-HAR) has gained much attraction in an indoor environment due to its various benefits, including privacy and security, device free sensing, and cost-effectiveness. Recognition of human-human interac

Externí odkaz: https://doaj.org/article/20b89a50edbb45df8b87b0e6886a6c05

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