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Review of few-shot learning application in CSI human sensing
Z Wang, J Li, W Wang, Z Dong, Q Zhang… - Artificial Intelligence …, 2024 - Springer
Wi-Fi sensing has garnered increasing interest for its significant advantages, primarily
leveraging Wi-Fi signal fluctuations induced by human activities and advanced neural …
leveraging Wi-Fi signal fluctuations induced by human activities and advanced neural …
Artificial intelligence of things: A survey
The integration of the Internet of Things (IoT) and modern Artificial Intelligence (AI) has given
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …
[HTML][HTML] Commodity Wi-Fi-Based Wireless Sensing Advancements over the Past Five Years
H Zhu, E Dong, M Xu, H Lv, F Wu - Sensors, 2024 - mdpi.com
With the compelling popularity of integrated sensing and communication (ISAC), Wi-Fi
sensing has drawn increasing attention in recent years. Starting from 2010, Wi-Fi channel …
sensing has drawn increasing attention in recent years. Starting from 2010, Wi-Fi channel …
On-Device Training Empowered Transfer Learning For Human Activity Recognition
Human Activity Recognition (HAR) is an attractive topic to perceive human behavior and
supplying assistive services. Besides the classical inertial unit and vision-based HAR …
supplying assistive services. Besides the classical inertial unit and vision-based HAR …
SigCan: Toward Reliable ToF Estimation Leveraging Multipath Signal Cancellation on Commodity WiFi Devices
The widespread deployment of WiFi infrastructure has facilitated the development of Time-of-
Flight (ToF) based sensing applications. ToF estimation, however, is a challenging task due …
Flight (ToF) based sensing applications. ToF estimation, however, is a challenging task due …
Tapor: 3D Hand Pose Reconstruction with Fully Passive Thermal Sensing for Around-device Interactions
X Zhang, C Li, C Wu - arxiv preprint arxiv:2501.17585, 2025 - arxiv.org
This paper presents the design and implementation of Tapor, a privacy-preserving, non-
contact, and fully passive sensing system for accurate and robust 3D hand pose …
contact, and fully passive sensing system for accurate and robust 3D hand pose …
On the Generalization of WiFi-Based Person-Centric Sensing in Through-Wall Scenarios
In this work, the problem of cross-environment generalization in WiFi Channel State
Information (CSI)-based localization and Human Activity Recognition (HAR) models within …
Information (CSI)-based localization and Human Activity Recognition (HAR) models within …
Objective Gesture Recognition Based on WiFi
In recent years, WiFi-based gesture recognition has garnered increasing attention due to its
convenience and widespread applicability. However, achieving generalized crossdomain …
convenience and widespread applicability. However, achieving generalized crossdomain …
[PDF][PDF] Commodity WiFi-based Wireless Sensing Advancements over the Past 5 Years
H Zhu, E Dong, M Xu, H Lv, F Wu - 2024 - preprints.org
With the compelling popularity of integrated sensing and communication (ISAC), WiFi
sensing has drawn increasing a ention in recent years. Starting from 2010, WiFi CSI-based …
sensing has drawn increasing a ention in recent years. Starting from 2010, WiFi CSI-based …