Research
- Campus Wi-Fi Log processing and Human mobility modeling
Wi-Fi log data
-contains all the communication information and status between clients, access points (APs), and internet servers.
Advantages: high sample rate (~100% sampled), long-term (months to years), passively generated
Disadvantages: data complexity, privacy concerns
Archive human mobility patterns out of Wi-Fi log data
Individual VS. Aggregated Trips
Travel Flow Between Buildings
- Shared and Automated Mobility and Micro-mobility System Modeling and Simulation
Technical challenge
NO off-the-shelf, open-source and compatible AMD simulation tools are available for shared and automated vehicles (SAV) service!
Developing a unique AMD simulation toolkit is urgent
AMD concept
An automated mobility district (AMD) is a campus-sized implementation of connected/automated vehicle technology to realize the full benefits of a fully electric automated mobility service within a confined region or district
UNCC Campus demo
NYC demo
- Spatial Sensing(LiDAR, Radar, Camera) and UAV(Drone) Technology
Lab Spatial Sensing Equipment
Drone
Deliveries: Payload up to 5kg
Surveillance/Spatial sensing: Equipped with sensors (i.e., cameras) for immediate and flexible surveillance/sensing
Mapping: Survey inaccessible terrain or large-scale area
- APEX CITY Pilot Study
Apex Intersection using LiDAR, 360 camera, and Thermal cameras.
Acknowledgment to the City of Apex and SEEM department at UNC Charlotte!
Vehicle speed (in mps) Trajectory
