A sensing-based elderly monitoring service using a sensor installed on refrigerator doors to detect daily activity and notify anomalies via a mobile app without requiring internet connection.

A communication robot equipped with sensors and LTE connectivity that monitors elderly family members remotely through interactive voice communication and activity detection.