Deep learning method for driver identification using vehicle sensor data

• Main Author: Chen, Youzhen
• Other Authors: Tay Wee Peng
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/170706
• Institution: Nanyang Technological University

With greater emphasis on user privacy protection, sensor data without biometric identifier reflects driver style and is commonly used for non-invasive identification of driver behavior. In this project, we use the sampled Nervtech dataset and choose Driver2vec and Gradient boosting decision tree (GB...