Smart Transportation in Developing Countries: An Internet-of-Things-Based Conceptual Framework for Traffic Control

Author:

Farman Haleem1ORCID,Khan Zahid2ORCID,Jan Bilal3ORCID,Boulila Wadii2ORCID,Habib Shabana4ORCID,Koubaa Anis2ORCID

Affiliation:

1. Department of Computer Science, Islamia College Peshawar, Peshawar 25120, Pakistan

2. College of Computer and Information Sciences, Prince Sultan University, Riyadh 11586, Saudi Arabia

3. Department of Computer Science, FATA University Kohat, 26100, Pakistan

4. Department of Information Technology, College of Computer, Qassim University, Buraydah 52571, Saudi Arabia

Abstract

In recent years, an exponential increase has been witnessed in the population of the urban area worldwide, causing a significant increase in the use of transportation services. The traditional transportation system in metropolitan cities is overwhelmed, leading to many challenges. The Internet-of-Things- (IoT-) based technology has the potential to optimize transportation services in several ways. This paper highlights the challenges and consequences of an existing transportation system in Peshawar, Pakistan, in response to the rapid growth in population. Apart from the common issues, some areas in Peshawar are highly vulnerable to massive traffic jams. For this purpose, we have proposed an IoT-based framework for busy traffic junctions. The proposed framework considers the route selection problem as a game of two players, where Nash Equilibrium (NE) sets traffic for each route so that no individual can improve its performance by changing its strategy. NE calculates the traffic density from a roadside unit (RSU) collected data, which later detects and avoids traffic congestion by an alternate route selection. The framework in this paper provides a platform for the academia and transport department to convert the existing transportation system to IoT-based intelligent transportation in Peshawar, Pakistan.

Funder

Prince Sultan University

Publisher

Hindawi Limited

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Information Systems

Reference39 articles.

1. Urbanization;H. Ritchie;Our World in Data,2018

2. Toward Integrating Vehicular Clouds with IoT for Smart City Services

3. Peshawar main city population

4. Peshawar buses

5. Peshawar wagons

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The Digitalization Paradigm: Impacts on Agri-Food Supply Chain Profitability and Sustainability;Sustainability;2023-11-04

2. An Improved Big Data Analytics Architecture Using Federated Learning for IoT-Enabled Urban Intelligent Transportation Systems;Sustainability;2023-10-26

3. Performance Evaluation and Comparison of Cooperative Frameworks for IoT-Based VDTN;Sustainability;2023-03-20

4. Smart Campus Bus Tracking Alert System Using Real-Time GPS;2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS);2023-03-17

5. Quantitative and Qualitative Analysis of Internet of Things (IoT) in Smart Cities and its Applications;2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech);2022-09-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3