Simulated Validation of an Intelligent Traffic Control System

被引:0
|
作者
Wan, Kaiyu [1 ]
Alagar, Vangalur [2 ]
Nhat Nguyen [2 ]
机构
[1] Xian Jiaotong Liverpool Univ, Dept Comp Sci & Software Engn, Suzhou, Peoples R China
[2] Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ, Canada
关键词
Autonomous adaptive traffic controller; simulator; traffic flow model; lane changing model;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Driverless cars and robot-driven autonomous vehicles are being promoted as safer than ordinary human-driver. Although it is clear that the software-hardware components embedded in such vehicles may react in a timely manner to reduce errors attributed to human drivers, their timely adaptation to dynamic changes in their environment for safe navigation needs a convincing proof or at least a simulated validation. This paper proposes the use of Adaptive Traffic Control System (ATCS), and explains through a simulation platform how it can enforce safety and promote optimized travel on the road populated by vehicles with and without human drivers. A mathematical models for vehicle behavior near road intersections is given as the foundation of ATCS simulator. The simulation results on a variety of traffic patterns is presented followed by the discussion on the limitation of the current work and challenges in extending the simulator.
引用
收藏
页码:310 / 318
页数:9
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