WiGrus: A Wifi-Based Gesture Recognition System Using Software-Defined Radio
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2940386
Abstract: With the proliferation of WiFi devices and infrastructures, the ubiquitous WiFi signals are used to transmit user data. Besides it is also capable of sensing and identifying human gestures. In this paper, we propose a… read more here.
Keywords: radio; wifi; based gesture; software ... See more keywords
A Novel WiFi-Based Personnel Behavior Sensing With a Deep Learning Method
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3222381
Abstract: People’s activity recognition technology has a large number of applications in indoor monitoring, smart healthcare, and smart homes. Traditional methods require hardware-mounted or wearable sensors, which bring additional costs and impose many limitations on usage,… read more here.
Keywords: system; based personnel; novel wifi; behavior sensing ... See more keywords
On Spatial Diversity in WiFi-Based Human Activity Recognition: A Deep Learning-Based Approach
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2018.2871445
Abstract: The deeply penetrated WiFi signals not only provide fundamental communications for the massive Internet of Things devices but also enable cognitive sensing ability in many other applications, such as human activity recognition. State-of-the-art WiFi-based device-free… read more here.
Keywords: human activity; wifi; recognition; activity recognition ... See more keywords
Taking the Advantages of User Diversity to Enhance WiFi-Based Gesture Recognition
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3617946
Abstract: The WiFi-based gesture recognition enables intuitive human–computer interaction (HCI) but struggles with user diversity, where variations in body shape and behavior reduce generalization. The existing domain-invariant methods often discard user-dependent features, overlooking their potential for… read more here.
Keywords: gesture recognition; user diversity; wifi based; based gesture ... See more keywords
PhaseAnti: An Anti-Interference WiFi-Based Activity Recognition System Using Interference-Independent Phase Component
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2021.3127721
Abstract: Driven by a wide range of essential applications, significant achievements have recently been made to explore WiFi-based Human Activity Recognition (HAR) techniques that utilize the information collected by commercial off-the-shelf (COTS) WiFi infrastructures to infer… read more here.
Keywords: recognition; mml mml; mml; interference ... See more keywords
A Sequential-Multi-Decision Scheme for WiFi Localization Using Vision-Based Refinement
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2023.3253893
Abstract: Currently, most mobile devices have WIFI and camera modules to locate their position. However, there are two main challenges in large, highly similar indoor environments (localization accuracy and localization time). Aiming to balance these problems,… read more here.
Keywords: wifi based; based localization; fusion; multi decision ... See more keywords
Pushing the Limits of WiFi-Based Gait Recognition Towards Non-Gait Human Behaviors
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2025.3540863
Abstract: WiFi-based gait recognition technologies have seen significant advancements in recent years. However, most existing approaches rely on a critical assumption: users must walk continuously and maintain a consistent body posture. This poses a substantial challenge… read more here.
Keywords: wifi based; recognition; gait recognition; human behaviors ... See more keywords
WiFi-Based Gesture Recognition for Vehicular Infotainment System—An Integrated Approach
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9245268
Abstract: In the realm of intelligent vehicles, gestures can be characterized for promoting automotive interfaces to control in-vehicle functions without diverting the driver’s visual attention from the road. Driver gesture recognition has gained more attention in… read more here.
Keywords: wifi based; gesture recognition; recognition; src ... See more keywords
WiFi-Based Detection of Human Subtle Motion for Health Applications
Sign Up to like & getrecommendations! Published in 2023 at "Bioengineering"
DOI: 10.3390/bioengineering10020228
Abstract: Neurodegenerative diseases such as Parkinson’s disease affect motor symptoms with abnormally increased or reduced movements. Symptoms such as tremor and hand movement disorders can be subtle and vary daily such that the actual condition of… read more here.
Keywords: detection human; health; motion; wifi based ... See more keywords