WiAgent: Link Selection for CSI-Based Activity Recognition in Densely Deployed Wi-Fi Environments

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Journal:2021 IEEE Wireless Communications and Networking Conference (WCNC)

Abstract:In this work, we address the issue of Wi-Fi-based human activity recognition (HAR) system in densely deployed Wi-Fi environments. With the benefit of sufficient information provided by Wi-Fi channel state information (CSI), HAR based on Wi-Fi has become an active research area in recent years. Traditional Wi-Fi CSI-based HAR applications usually focus on utilizing one Wi-Fi transmitter and one or several Wi-Fi receivers to extract the activity-related features, ignoring the communication among multiple Wi-Fi devices in the real world. In this paper, we present a novel Wi-Fi link selection mode

Indexed by:Other

Document Code:9417335

Document Type:C

ISSN No.:1525-3511

Translation or Not:no

Included Journals:EI