Privacy-Preserving Gesture Tracking System Utilizing Frequency-Hopping RFID Signals

TL;DR

This paper presents a privacy-preserving gesture tracking system using frequency-hopping RFID signals, which enhances user privacy without sacrificing tracking accuracy or real-time performance.

Contribution

It introduces a novel frequency hopping mechanism in RFID-based gesture tracking to protect user privacy while maintaining high accuracy and efficiency.

Findings

Significantly improves privacy protection levels.

Maintains real-time gesture tracking accuracy.

Demonstrates effectiveness through experimental results.

Abstract

Gesture tracking technology provides users with a hands free interactive experience without the need to hold or touch devices. However, current gesture tracking research has primarily focused on tracking accuracy while neglecting issues of user privacy protection and security. This study aims to develop a gesture tracking system based on frequency hopping RFID signals that effectively protects user privacy without compromising tracking efficiency and accuracy. By introducing frequency hopping technology, we have designed a mechanism that prevents potential eavesdroppers from obtaining raw RFID signals, thereby enhancing the systems privacy protection capabilities. The system architec ture includes the collection of RFID signals, data processing, signal recovery, and gesture tracking. Experimental results show that our method significantly improves privacy protection levels while maintaining real time and accuracy. This research not only provides a new perspective for the field of gesture tracking but also offers valuable insights for the use of RFID technology in privacy-sensitive applications.