Machine learning based online traffic incident detection and management for urban networks

• Main Author: Yang, Huan
• Other Authors: Wang Dan Wei
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering; Engineering::Civil engineering::Transportation
• Online Access: https://hdl.handle.net/10356/153158
• Institution: Nanyang Technological University

Urban traffic networks are often choked due to non-recurrent incidents at random locations. Heavy economic costs, environmental pollution, and severe noise pollution arise from the delay of incident detection and the lack of alternative traffic management strategies. Therefore, it is of great signif...