Congestion estimation and turning ratio prediction based on machine learning with applications in urban traffic light control

• Main Author: Chen, Qixing
• Other Authors: Su Rong
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/143517
• Institution: Nanyang Technological University

Increasing transportation efficiency is an interesting and important problem. In the world with convenient means of ICTs, the concept of “smart city” emerged. In the meantime, a lot of data-driven traffic network optimization algorithms have also been developed and applied widely. However, the...