Intelligent Traffic Light Control System Based On Traffic Environment Using Deep Learning
نویسندگان
چکیده
منابع مشابه
Intelligent Traffic Light Control
Vehicular travel is increasing throughout the world, particularly in large urban areas. Therefore the need arises for simulating and optimizing traffic control algorithms to better accommodate this increasing demand. In this paper we study the simulation and optimization of traffic light controllers in a city and present an adaptive optimization algorithm based on reinforcement learning. We hav...
متن کاملIntelligent Traffic Light Flow Control System Using Wireless Sensors Networks
Vehicular traffic is continuously increasing around the world, especially in large urban areas. The resulting congestion has become a major concern to transportation specialists and decision makers. The existing methods for traffic management, surveillance and control are not adequately efficient in terms of performance, cost, maintenance, and support. In this paper, the design of a system that...
متن کاملIntelligent Traffic Light Control System Based Image Intensity Measurment
Vehicles growth leads to a big problem over the world including in crowded cities. The Intelligent traffic control algorithm is implemented to introduce many parameters, such as the crowded roads, the emergency vehicles and the intersection of roads. Intelligent cameras are connected for capturing real-time traffic flow images of each direction. The control system can automatically adjust the t...
متن کاملIntelligent Energy Management System for Office Buildings Using Traffic Control System
Rapid advances in new sciences and technologies result in high penetration of smart devices and services in daily life. In this regard, smart buildings are one of the prominent examples which have dramatically improved not only the accuracy and efficiency of buildings but also the speed of daily routines. Recently, integration of the cutting-edge technologies has been traversing from residentia...
متن کاملAn Intelligent Traffic Light Control Based on Extension Neural Network
This paper presents an intelligent traffic light control method based on extension neural network (ENN) theory for crossroads. First, the number of passing vehicles and passing time of one vehicle within green light time period are measured in the main-line and sub-line of a selected crossroad. Then, the measured data are adopted to construct an estimation method based on ENN for recognizing th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IOP Conference Series: Materials Science and Engineering
سال: 2021
ISSN: 1757-899X
DOI: 10.1088/1757-899x/1022/1/012122