Wi-fi sensing based real-time activity detection in smart home environment

AK Sahoo, V Kompally… - 2023 IEEE Applied …, 2023 - ieeexplore.ieee.org
Wi-Fi sensing technology is being used extensively for different sensing applications, mostly
for human activity recognition in the recent past. The Channel State Information (CSI) …

WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living

R Schumann, F Li, M Grzegorzek - … of the 8th international Workshop on …, 2023 - dl.acm.org
The absolute coverage WiFi networks is higher than it has ever been and WiFi sensing
offers a device-free, contactless alternative to intrusive wearable devices for a variety of …

Wifi csi-based long-range through-wall human activity recognition with the esp32

J Strohmayer, M Kampel - International Conference on Computer Vision …, 2023 - Springer
Abstract WiFi Channel State Information (CSI)-based human activity recognition (HAR) is an
unobtrusive method for contactless, long-range sensing in spatially constrained …

Non-Contact Wi-Fi Sensing of Respiration Rate for Older Adults in Care: A Validity and Repeatability Study

A Alzaabi, T Arslan, N Polydorides - IEEE Access, 2024 - ieeexplore.ieee.org
In recent years, considerable effort has been directed towards non-contact Wi-Fi sensing
applications such as fall detection and vital sign monitoring. For emerging technologies in …

A deep learning based iot framework for assistive healthcare using gesture based interface

S Avadut, SK Udgata - … Conference on Internet of Things and …, 2022 - ieeexplore.ieee.org
Around the world, the number of senior citizens is increasing and shall continue to increase,
and it is expected to be around 20 percent by 2050. Realizing its importance, the United …

Leveraging Smartphone Sensor Data and Machine Learning Model for Human Activity Recognition and Fall Classification

DK Agrawal, SK Udgata, W Usaha - Procedia Computer Science, 2024 - Elsevier
This study investigates the application of Machine Learning (ML) algorithms to classify
human physical activities and detect different types of falls using smartphone sensor data …

HandFi: WiFi Sensing based Hand Gesture Recognition using Channel State Information

P Sruthi, S Satapathy, SK Udgata - Procedia Computer Science, 2024 - Elsevier
Gesture recognition using WiFi sensing is an emerging and innovative approach that
leverages the variations in WiFi signals caused by human hand movements to enable non …

Directional Antenna Systems for Long-Range Through-Wall Human Activity Recognition

J Strohmayer, M Kampel - arXiv preprint arXiv:2401.01388, 2024 - arxiv.org
WiFi Channel State Information (CSI)-based human activity recognition (HAR) enables
contactless, long-range sensing in spatially constrained environments while preserving …

Wi-Fi Sensing Enabled Violent Activity Detection in a Smart Home

SK Udgata - 2023 IEEE 11th Region 10 Humanitarian …, 2023 - ieeexplore.ieee.org
In recent years, Wi-Fi sensing technology has been used extensively for human activity
recognition (HAR), people counting, movement detection, and a few other applications for …

WiFi Sensing Model for Intrusion Detection in Smart Home Environment

G Gorrepati, AK Sahoo… - 2023 IEEE 11th Region 10 …, 2023 - ieeexplore.ieee.org
Recently, WiFi signals are not only used for communication purposes but also for various
sensing applications. The Channel State Information (CSI) of the received WiFi signal …