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Proceedings ArticleDOI

Smart traffic management system using Internet of Things

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TLDR
A smart traffic management system using the Internet of Things and a decentralized approach to optimize traffic on the roads and intelligent algorithms to manage all traffic situations more accurately is proposed.
Abstract
Traffic management system is a cornerstone of a Smart city. In the current problems of the world, urban mobility is one of the major problems, especially in metropolitan cities. Previous traffic management systems are not capable enough to tackle this growth of traffic on the road networks. The purpose of this paper is to propose a smart traffic management system using the Internet of Things and a decentralized approach to optimize traffic on the roads and intelligent algorithms to manage all traffic situations more accurately. This proposed system is overcoming the flaws of previous traffic management systems. The system takes traffic density as input from cameras which is abstracted from Digital Image Processing technique and sensors data, resultantly giving output as signals management. An algorithm is used to predicts the traffic density for future to minimize the traffic congestion. Besides this, RFIDs are also used to prioritize the emergency vehicles like ambulance, fire brigade etc. by implementing RFID tags in such vehicles. In the case of emergency situations, such as fire explosion or burning of something, fire and smoke sensors are also deployed on the road to detect such situations. Moreover, a mobile application is connected to a centralized server which intimates to nearby rescue department about fire explosion with the location to take further action. In addition, the native user can ask about future traffic condition at a particular node. The proposed system is validated by constructing a prototype and deploying it in a city of Pakistan. A web application is also there to provide useful information in graphical formats to the higher authorities of the smart city which is fruitful in future road planning.

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Citations
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A Survey of Road Traffic Congestion Measures towards a Sustainable and Resilient Transportation System

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Evolution of IoT-enabled connectivity and applications in automotive industry: A review

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References
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Journal ArticleDOI

Intelligent Traffic Information System Based on Integration of Internet of Things and Agent Technology

TL;DR: An architecture that integrates internet of things with agent technology into a single platform where the agent technology handles effective communication and interfaces among a large number of heterogeneous highly distributed, and decentralized devices within the IoT.
Proceedings ArticleDOI

Real-time smart traffic management system for smart cities by using Internet of Things and big data

TL;DR: A low cost Real-Time smart traffic Management System to provide better service by deploying traffic indicators to update the traffic details instantly and provide solution through predictive analytics is proposed.
Journal ArticleDOI

A prototype IOT based wireless sensor network for traffic information monitoring

TL;DR: An Internet of things (IOT) based wireless sensor system, solely using wireless accelerometers, is developed for traffic volume and vehicle classification monitoring and indicates that the system is capable of reliably detecting axles and calculating axle spacing in both laboratory and field tests.
Proceedings ArticleDOI

Intelligent traffic management system for cross section of roads using computer vision

TL;DR: This paper includes the design and implementation of an intelligent and automated traffic control system which takes advantages of computer vision and image processing techniques, and introduces two new methods which has low processing cost.
Journal ArticleDOI

Real-Time Traffic Flow Management Based on Inter-Object Communication: a Case Study at Intersection

TL;DR: This study designs a model which communicating among objects to improve traffic flow at intersection with real time problem, and shows the potential results comparing with the existing traffic management system.
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