Ongoing Projects
Software Defined Sensors
TBD
Environment-Harvester Scoring
An approach to estimate real-world energy variability by leveraging commonly used smart building sensors such as PIR, door contact, acoustic noise, and illuminance sensors.
Reliable Event Detection
Reliable Detection of Intermittent Events with Energy Harvesting Sensors
Past Projects
Point and Tell
An intuitive, device-free way to engage with IoT devices in a smart home setting. Uses BLE, WiFi, UWB, and Machine Learning.
WiFine
A device-free solution for occupancy detection by leveraging WiFi Fine-Time Measurement~(FTM) signals, with enough resolution to detect stationary and moving occupants on single-antenna WiFi devices.
Airflow Monitoring Tool
Developed a tool to monitor the air handling systems in smart labs to reduce energy consumption due to air changes while also making sure Smart Labs Code was met.
Building Decarbonization
Created roadmaps, upgrade guidance, and performed energy audits to decarbonize UVA buildings based on an energy usage pattern classification scheme.
Ro-bird or Human Bird?
Evaluated Neural Network (NN) and non NN classifiers to predict if a tweet was made by a human or a bot.
