Intelligent traffic control for autonomous vehicle systems based on machine learning

作者：

Highlights：

• We propose a predictive traffic control system for the autonomous vehicle routing problem.

• We develop an applicable control system to complement the existing routing algorithm.

• Proposed method can predict and prevent traffic congestion.

• A real times simulation presents the utility and superiority of the proposed method.

摘要

•We propose a predictive traffic control system for the autonomous vehicle routing problem.•We develop an applicable control system to complement the existing routing algorithm.•Proposed method can predict and prevent traffic congestion.•A real times simulation presents the utility and superiority of the proposed method.

论文关键词：Intelligent traffic control,Machine learning,Autonomous vehicle systems,Material handling,Vehicle routing

论文评审过程：Received 24 February 2019, Revised 3 October 2019, Accepted 3 November 2019, Available online 4 November 2019, Version of Record 13 November 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.113074