Vehicle trajectory map-matching method based on deep neural networks

• Main Author: Wang, Yiquan
• Other Authors: Tay Wee Peng
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Data; Engineering::Computer science and engineering::Mathematics of computing
• Online Access: https://hdl.handle.net/10356/169969
• Institution: Nanyang Technological University

Map matching is very important for applications such as trajectory-based location services, route planning, and vehicle navigation. However, to preserve privacy, it has been proposed to sanitize the GPS data so that only coarse trajectory information is available. This increases the difficulty for m...