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Open AccessJournal ArticleDOI

Intelligent Traffic Management System Based on the Internet of Vehicles (IoV)

TLDR
Simulation results showed that the proposed system outperforms the traditional management system and could be a candidate for the traffic management system in future Smart Cities.
Abstract
The present era is marked by rapid improvement and advances in technology. One of the most essential areas that demand improvement is the traffic signal, as it constitutes the core of the traffic system. This demand becomes stringent with the development of Smart Cities. Unfortunately, road traffic is currently controlled by very old traffic signals (tri-color signals) regardless of the relentless effort devoted to developing and improving the traffic flow. These traditional traffic signals have many problems including inefficient time management in road intersections; they are not immune to some environmental conditions, like rain; and they have no means of giving priority to emergency vehicles. New technologies like Vehicular Ad-hoc Networks (VANET) and Internet of Vehicles (IoV) enable vehicles to communicate with those nearby and with a dedicated infrastructure wirelessly. In this paper, we propose a new traffic management system based on the existing VANET and IoV that is suitable for future traffic systems and Smart Cities. In this paper, we present the architecture of our proposed Intelligent Traffic Management System (ITMS) and Smart Traffic Signal (STS) controller. We present local traffic management of an intersection based on the demands of future Smart Cities for fairness, reducing commute time, providing reasonable traffic flow, reducing traffic congestion, and giving priority to emergency vehicles. Simulation results showed that the proposed system outperforms the traditional management system and could be a candidate for the traffic management system in future Smart Cities. Our proposed adaptive algorithm not only significantly reduces the average waiting time (delay) but also increases the number of serviced vehicles. Besides, we present the implemented hardware prototype for STS.

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Citations
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The Global Positioning System

B. Baker
TL;DR: This research study explores the Global Positioning System (GPS), its history, and the process of discovery needed to create the most accurate GPS possible, as well as the contemporary applications of GPS technology.
Journal ArticleDOI

Authentication and Resource Allocation Strategies during Handoff for 5G IoVs Using Deep Learning

TL;DR: A scheme for the best Road Side Unit (RSU) selection during handoff and authentication and security of the vehicles are ensured using the Deep Sparse Stacked Autoencoder Network (DS2AN) algorithm, developed using a deep learning model.
Journal ArticleDOI

A Comprehensive and Effective Framework for Traffic Congestion Problem Based on the Integration of IoT and Data Analytics

TL;DR: A smart-traffic light algorithm at level 1 for the efficient management of congestion at intersections, tweet-classification and image-processing algorithms at level 2 for reliable and accurate decision-making, and support services at level 4 of the functional model are proposed.
Journal ArticleDOI

Edge AI and Blockchain for Smart Sustainable Cities: Promise and Potential

Elarbi Badidi
- 22 Jun 2022 - 
TL;DR: This review paper is expected to serve as a guideline for future research on adopting edge AI and Blockchain in other smart city domains and highlights the various algorithms to handle vehicle detection, counting, speed identification and the different use-cases of Blockchain in terms of trustworthy communications and trading between vehicles and smart energy trading.
References
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Journal ArticleDOI

Location systems for ubiquitous computing

TL;DR: This survey and taxonomy of location systems for mobile-computing applications describes a spectrum of current products and explores the latest in the field to help developers of location-aware applications better evaluate their options when choosing a location-sensing system.
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A tutorial survey on vehicular ad hoc networks

TL;DR: An overview of the field of vehicular ad hoc networks is given, providing motivations, challenges, and a snapshot of proposed solutions.
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Accuracy and reliability of multi-GNSS real-time precise positioning: GPS, GLONASS, BeiDou, and Galileo

TL;DR: In this paper, the authors presented a GPS+GLONASS+BeiDou+Galileo four-system model to fully exploit the observations of all these four navigation satellite systems for real-time precise orbit determination, clock estimation and positioning.
Journal ArticleDOI

Internet of Vehicles: Architecture, Protocols, and Security

TL;DR: This work discusses the benefits of IoV along with recent industry standards developed to promote its implementation, and presents recently proposed communication protocols to enable the seamless integration and operation of the IoV.
Trending Questions (1)
How has Transport Scotland implemented Intelligent Traffic Management Systems (ITMS) to revolutionize traffic control mechanisms?

The provided paper does not mention anything about Transport Scotland implementing Intelligent Traffic Management Systems (ITMS).