Demo Abstract: Technology-agnostic Approach to RF based Human Activity Recognition

Human activity recognition (HAR), as an essential component of many emerging smart applications, has attracted an increasing interest in recent years. Various radio-frequency (RF) sensing technologies, such as Radio-Frequency Identification (RFID), WiFi, and RF radar, have been utilized for developing non-invasive HAR systems. However, most of the RF based HAR solutions are closely designed for the specific, chosen RF technology, which incurs a significant barrier for the wide deployment of such systems. In this demo, we present at technology- a gnostic approach for RF -based HAR, termed TARF, which aims to overcome such constraints and perform HAR with various RF sensing technologies.