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引用次数: 3
摘要
在拥挤的城市中,交通是影响人类生活质量的重要因素。人口的增加和个人车辆拥有量的增加导致交通密度的增加。这导致了旅客损失的时间和污染的增加。十字路口是由于设计障碍导致交通密度增加的区域。通过调整交通信号灯控制,使之适应路口交通密度的变化,可以减少交通堵塞。本研究提出了一种状态反馈控制器,用于四脚交叉口交通灯系统的控制。利用城市交通仿真软件(Simulation of Urban Mobility, SUMO)对该控制系统进行了仿真和处理。结果比较了不同类型的交通灯控制系统。仿真结果表明,推荐的状态反馈交通灯控制器的控制效果优于模糊逻辑控制(FLC)和固定时间交通灯控制器。
State Feedback Control for Intelligent Traffic Light Systems
Traffic is an important factor affecting human life quality in crowded cities. Increasing population and increasing individual vehicle ownership lead to an increase in traffic density. This leads to an increase in the time lost for travelers and pollution. Intersections are areas that cause more traffic density because of design making hurdles. Traffic jam can be reduced by adapting the traffic light control that can be adapted to the traffic density change at the junctions. In this study, the State Feedback Controller is proposed for the traffic light system control at the four-leg intersection. Simulation of this control system is made and handled using Simulation of Urban Mobility (SUMO). Results are compared for the proposed types of Traffic Light Control Systems. It was observed that the State Feedback traffic light controller, which is the recommended method from the simulation results, gives better results than both the Fuzzy Logic Control (FLC) and the Fixed Time traffic light controller.