Prof. Dongying Li
Project Description and Objectives
The project focuses on detection and recognition of human body-part movements, e.g. hand gestures, body postures, etc. The movements are captured by mm-wave radar platforms, and the Doppler signature of the movements are recorded and extracted. These time-domain Doppler diagrams will be further processed by machine-learning algorithms for automatic classification and recognition.
The applicants shall have strong basic knowledge of signal processing and electromagnetic theory. Familiarity and experience of Matlab programming is also preferred.
Collection of radar measurement data and dataset construction.
Development of auto-recognition algorithms.