Feb 26, 2020 · Specifically, CSI-HC uses CSI amplitude characteristics to identify human motions on commercial WiFi devices, filters environmental noise ...
Feb 26, 2020 · CSI-HC is divided into two phases: offline and online. In the offline phase, the human motion data are collected on the commercial Atheros NIC ...
A WiFi-Based Indoor Complex Human Motion Recognition Method
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This paper proposes a noninvasive, highly robust complex human motion recognition scheme based on Channel State Information (CSI), that is, CSI-HC, ...
In this paper, we present a novel method to combine Channel State Information (CSI) and Received Signal Strength Indicator (RSSI) signals at the feature level ...
CSI-F uses CSI to identify human movements and proves the orientation-independence of cycle movement recognition.
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This article comprehensively review the state-of-art of HBR, based on the two techniques that drove recent progress in Wi-Fi channel-state-information-based ...
We have devised a method that harnesses the potency of WiFi signals for human activity classification with person identification.
Jan 11, 2024 · This article provides a comprehensive literature survey on the recent advances in DL-empowered WiFi sensing focusing on human activity ...
Aug 21, 2023 · In this study, we investigate a score-level fusion structure for human activity recognition using the Wi-Fi channel state information (CSI) ...