自适应交通灯控制系统

Swapnil Manchar Shinde
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引用次数: 8

摘要

传统的交通灯控制系统是基于交通灯的固定时间间隔。这些传统的固定交通灯控制器由于使用硬件,根据程序运行,缺乏实时修改和适应的灵活性,因此具有局限性,效率较低。因此,由于绿灯和红灯的时间间隔固定,道路上的等待时间过多和不必要,车辆消耗更多的燃料。这最终会造成环境污染,并在路上和附近居民中造成一些健康问题。此外,这些传统的交通灯控制系统没有提供任何有关不同道路交通密度的信息,从而导致交通堵塞。因此,为了使交通灯控制和交通调节更有效,我们利用了一种新技术,称为自适应交通灯控制系统(ATLCS)。该系统利用传感器阵列网络对交通流量进行感知。在对这些感知到的交通进行分类后,每个十字路口的红绿灯的时间间隔都被智能地决定和改变,以保持等待时间最少。因此,优化红绿灯开关可以增加道路通行能力,节省出行时间,防止交通拥堵。该制度还旨在纳入为紧急车辆让路的特别规定。GSM手机接口提供交通信息给司机的需求,也有助于有效地调节交通和替代路线的决策。有效的交通管制也减少了污染。将该系统的性能与传统的定时交通灯控制系统进行了比较。各项性能评价参数为传感器组件的高效运行、每周期节省的时间、信号切换频率、应急模式的高效运行和GSM手机短信的满意运行。通过仿真结果和车载显示,论证了该系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive traffic light control system
Conventional traffic light control systems are based on fixed time intervals of the traffic lights. These conventional fixed traffic light controllers have limitations and are less efficient because they use a hardware, which functions according to the program that lacks the flexibility of modification and adaptation on a real time basis. Thus due to the fixed time intervals of green and red signals there is excess and unnecessary waiting time on roads and vehicles consume more fuel. This eventually adds up to the environmental pollution and creates several health issues among the people on road and residing nearby. Also these conventional traffic light control systems do not have any provisions to provide any information on traffic densities on various roads, which leads to traffic congestions. Thus, to make traffic light controlling and traffic regulation more efficient, we exploit the emergence of new technique called as Adaptive Traffic Light Control System (ATLCS). The proposed system makes the use of network of array of sensors for sensing the traffic. On categorising this sensed traffic the timing intervals of red and green lights at each crossing of roads are intelligently decided and varied so as to keep the waiting time minimum. Thus, optimization of the traffic light switching increases the road capacity, saves time for travelling and prevents traffic congestions. The system also aims at incorporating special provisions for making immediate way for the emergency vehicles. GSM cell phone interface provides traffic information to drivers on demand and also helps in efficiently regulating the traffic and alternate route taking decisions. Efficiently regulated traffic also reduces pollution. The performance of this proposed system is compared with the conventional fixed time traffic light control system. The various performance evaluation parameters are efficient operation of sensor assembly, time saved per cycle, signal switching frequency, efficient emergency mode operation and the satisfactory operation of SMS using GSM mobile. The effectiveness of this system is shown and discussed in this paper by means of simulation results and on-board display.
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