基于FSM的协调四路交叉口特定自动交通灯控制器

M. Sakthimohan, G. Elizabeth Rani, T. Radhika, P. Sneha, M. Gowthaman, S. Melvin
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引用次数: 0

摘要

在繁忙的十字路口,有效的交通管理对于保持交通的畅通和安全至关重要。FSM控制器采用模块化和确定性的方法来控制交通信号。它利用一组定义良好的状态和转换来自适应地响应实时交通状况。该系统集成了各种传感器,包括车辆探测器、行人传感器和交通流量监视器,以收集输入数据,以便做出准确的决策。FSM模型旨在适应不同的交通模式,并优先考虑车辆和行人的运动。它根据检测到的需求动态调整信号时间,考虑车辆排队、等待时间和人行横道等因素。通过智能协调交通运动,控制器的目标是减少延误,最大限度地提高吞吐量,提高交叉口的整体效率。为了验证所提出的控制器的有效性,使用实际交通场景进行了大量的仿真和比较分析。测量性能指标,包括平均延迟、队列长度和吞吐量,并与传统的固定时间信号控制系统进行比较。结果表明,基于fsm的自动交通灯控制器在响应性、适应性和效率方面具有显著优势。它有效地缓解了交通拥堵,减少了出行时间,提高了十字路口车辆和行人的安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FSM based Coordinated Four-Way Intersection Specific Automated Traffic Light Controller
Efficient traffic management is crucial for maintaining smooth and safe flow at busy intersections. The FSM controller employs a modular and deterministic approach to traffic signal control. It utilizes a set of well-defined states and transitions to adaptively respond to real-time traffic conditions. The system incorporates various sensors, including vehicle detectors, pedestrian sensors, and traffic flow monitors, to gather input data for accurate decision-making. The FSM model is designed to accommodate different traffic patterns and prioritize the movement of vehicles and pedestrians. It dynamically adjusts signal timings based on the detected demand, considering factors such as vehicle queues, waiting times, and pedestrian crossings. By intelligently coordinating traffic movements, the controller aims to minimize delays, maximize throughput, and improve overall intersection efficiency. To validate the effectiveness of the proposed controller, extensive simulations and comparative analyses are conducted using realistic traffic scenarios. Performance metrics, including average delay, queue length, and throughput, are measured and compared against traditional fixed-time signal control systems. The results demonstrate that the FSM-based automatic traffic light controller offers significant advantages in terms of responsiveness, adaptability, and efficiency. It effectively mitigates congestion, reduces travel times, and enhances the safety of both vehicles and pedestrians at the intersection.
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