5 papers
GEM: Gear-based Environment-Integrated Mobility for Adaptive Indoor Human Sensing
Shubham Rohal, Dong Yoon Lee, Phuc Nguyen +1
Infrastructure-based sensing systems, like Wi-Fi, thermal, vibration-based approaches, provide continuous and unobtrusive indoor human monitoring services. They are often deployed…
Home Health System Deployment Experience for Geriatric Care Remote Monitoring
Dong Yoon Lee, Alyssa Weakley, Hui Wei +2
To support aging-in-place, adult children often provide care to their aging parents from a distance. These informal caregivers desire plug-and-play remote care solutions for privac…
A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis
Hui Wei, Dong Yoon Lee, Shubham Rohal +4
Foundation models have gained growing interest in the IoT domain due to their reduced reliance on labeled data and strong generalizability across tasks, which address key limitatio…
RARR : Robust Real-World Activity Recognition with Vibration by Scavenging Near-Surface Audio Online
Dong Yoon Lee, Alyssa Weakley, Hui Wei +3
One in four people dementia live alone, leading family members to take on caregiving roles from a distance. Many researchers have developed remote monitoring solutions to lessen ca…
Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring Data
Shangjie Du, Hui Wei, Dong Yoon Lee +2
This work introduces GraPhy, a graph-based, physics-guided learning framework for high-resolution and accurate air quality modeling in urban areas with limited monitoring data. Fin…