Online map-matching based on Hidden Markov model for real-time traffic sensing applications

• Main Authors: Mitrovic, N., Asif, M. T., Oran, A., Jaillet, P., Goh, Chong Yang, Dauwels, Justin
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/102005; http://hdl.handle.net/10220/16354
• 機構: Nanyang Technological University

In many Intelligent Transportation System (ITS) applications that crowd-source data from probe vehicles, a crucial step is to accurately map the GPS trajectories to the road network in real time. This process, known as map-matching, often needs to account for noise and sparseness of the data because...