Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems

SM Hernandez, E Bulut - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
In this work, we evaluate the feasibility of deploying ubiquitous WiFi sensing systems at the
edge and consider the applicability of existing techniques on constrained edge devices and …

Wi-cal: Wifi sensing and machine learning based device-free crowd counting and localization

H Choi, M Fujimoto, T Matsui, S Misaki… - IEEE Access, 2022 - ieeexplore.ieee.org
Wireless sensing represented by WiFi channel state information (CSI) is now enabling
various fields of applications such as person identification, human activity recognition …

Wi-fi signal-based through-wall sensing for human presence and fall detection using esp32 module

S Ajit Kumar, K Akhil, SK Udgata - Intelligent Systems: Proceedings of …, 2022 - Springer
Abstract Device-free Wi-Fi sensing has gained much attention due to its simplicity, low cost,
and it requires no additional hardware. The main advantages of Wi-Fi sensing are, it is …

Wi-PT: Wireless sensing based low-cost physical rehabilitation tracking

SM Hernandez, M Touhiduzzaman… - … Conference on E …, 2022 - ieeexplore.ieee.org
Physical therapy (PT) exercises are critically important for the rehabilitation of patients with
motor deficits. While rehabilitation exercises can be most effective when performed properly …

Scheduled Spatial Sensing against Adversarial WiFi Sensing

SM Hernandez, E Bulut - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
WiFi sensing aims to utilize the changes in the Channel State Information (CSI) of WiFi
signals due to the reflections from objects in the environment for sensing purposes. It uses …

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 …

CSI-based device-free joint activity recognition and localization using Siamese networks

M Zeeshan, A Pandey, S Kumar - 2022 14th International …, 2022 - ieeexplore.ieee.org
Wireless sensing plays a vital role in a connected ubiquitous environment for Internet of
Things (IoT) applications. Two important applications include Human Activity Recognition …

Designing a Forensic-Ready Wi-Fi Access Point for the Internet of Things

F Palmese, AEC Redondi… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Recent advances in the Internet of Things are leading to a proliferation of smart devices in
our daily life. Having so many connected devices around us potentially introduces new …

Collecting channel state information in Wi-Fi access points for IoT forensics

F Palmese, AEC Redondi - 2023 21st Mediterranean …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has boomed in recent years, with an ever-growing number of
connected devices and a corresponding exponential increase in network traffic. As a result …

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 …