Project 57: Radar Based Human Gesture and Movement Detection and Classification
Contact Information
Assoc. Prof. Dongying Li
Email: dongying.li@sjtu.edu.cn
Project Description and Objectives
The project aims at a series of theoretical and practical explorations with the main target being extracting key features of human body movements and recognizing/classifying different types of these movements using radar sensors. Techniques including Deep Convoluted Networks are suggested to be used in the recognition and classification process to ensure accurate results.
Eligibility Requirements
Applicants shall have basic knowledge and have attended courses regarding electromagnetism, signal processing, and communication theory. Experience in C++/MATLAB programming and deep learning is preferable.
Main Tasks
Collect, extract, and tag human body movement data from the radar sensor.
Study the methodology of using deep learning technologies regarding the classification of the tagged radar echo wave data.
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