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-PT-Hand: Wireless Sensing based Low-cost Physical Rehabilitation Tracking for Hand Movements

M Touhiduzzaman, SM Hernandez, PE Pidcoe… - ACM Transactions on …, 2025 - dl.acm.org
Physical therapy exercises are critically important for the rehabilitation of patients with motor
deficits. While these exercises can be most effective when performed properly under the …

WiMgrain: Multi-variety Grain Moisture Content Detection using Wi-Fi CSI Data

P Hu, S Duan, W Yang, S Guo - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Moisture content detection is crucial in grain trade and storage processes. To address the
high cost and invasive of traditional methods, inexpensive commercial Wi-Fi devices have …

[HTML][HTML] A wireless underground sensor network field pilot for agriculture and ecology: Soil moisture map** using signal attenuation

S Balivada, G Grant, X Zhang, M Ghosh, S Guha… - Sensors, 2022 - mdpi.com
Wireless Underground Sensor Networks (WUSNs) that collect geospatial in situ sensor data
are a backbone of internet-of-things (IoT) applications for agriculture and terrestrial ecology …

The effect of sensor placement in a cooking activity recognition system

MG Moghaddam, AAN Shireh**i… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Although device-free human activity recognition (HAR) has been among the commonly
investigated HAR methods in the past few years, a neglected topic in this field is the sensor …