Nipactivity Forum 2021

, designed to track vital signs and physical activity using only non-invasive, ambient sensors (e.g., WiFi CSI, mmWave radar, and thermal imaging). We propose a Transformer-based architecture that aligns these disparate data streams to achieve high-accuracy activity recognition and heart rate estimation without requiring the user to wear any devices. 2. Problem Statement Intrusiveness:

: Technical forums provided platforms for exchanging information on high-performance computing and data analysis to support these environmental goals. Alternative Interpretations , designed to track vital signs and physical

the term "nipactivity" was notably used in March 2021 as a hashtag by NIP Coffee ambient sensors (e.g.