Ph.D. Research Proposal Exam: Guozhen Zhu
Thursday, August 25, 2022
301 405 3681
ANNOUNCEMENT: Ph.D. Research Proposal Exam
Name: Guozhen Zhu
Professor K. J. Ray Liu (Chair)
Professor Gang Qu (Co-chair)
Professor Min Wu
Date/time: Thursday, August 25, 2022, 12:00 pm
Location: KIM 2211
Title: Radio based motion analytics for monitoring and mapping.
Monitoring and mapping the environment is crucial to many intelligent applications such as security surveillance, location-based services, and intelligent building analytics. However, camera- and lidar-based methods are either limited by the light conditions, privacy intrusive, or expensive for massive deployment. Radio Frequency (RF) based methods monitor and map the environments through the wall by analyzing the impact of motion on the propagated signals, achieving a better tradeoff between accuracy and privacy protection. In the preliminary work, we boosted the map generation system through RF-based robotic tracking, and implemented the proposed system in three different environments. Extensive experiments demonstrate the efficiency and robustness of our RF-based map reconstruction systems in different time-varying environments. Moreover, by analyzing the motion characteristics through WiFi signals, we built a motion detection and recognition system for human and non-human targets independently from location, orientation, and environments. For the proposed research, we will further explore how to recognize the identity and activity of moving subjects in various environments, to achieve ubiquitous and robust monitoring and mapping systems with commodity WiFi.