Adaptive IoT empowered smart road traffic congestion control system using supervised machine learning algorithm

A Ata, MA Khan, S Abbas, MS Khan… - The Computer …, 2021 - academic.oup.com
The concept of smart systems blessed with different technologies can enable many
algorithms used in Machine Learning (ML) and the world of the Internet of Things (IoT). In a …

An IoT-based congestion control framework for intelligent traffic management system

MA Mondal, Z Rehena - … Conference on Artificial Intelligence and Data …, 2019 - Springer
The concept of smart city helps to improve the quality of urban life of the citizens while
keeping in mind the environmental impacts. Smart and sustainable transportation system is …

Design and implementation of an ML and IoT based adaptive traffic-management system for smart cities

UK Lilhore, AL Imoize, CT Li, S Simaiya, SK Pani… - Sensors, 2022 - mdpi.com
The rapid growth in the number of vehicles has led to traffic congestion, pollution, and
delays in logistic transportation in metropolitan areas. IoT has been an emerging innovation …

An innovation model for smart traffic management system using internet of things (IoT)

A Das, P Dash, BK Mishra - Cognitive Computing for Big Data Systems …, 2018 - Springer
Traffic management is the focus area for most urban dwellers and planners. Congestion is
the most important major obstacle that has been seen in many countries including India …

Artificial intelligence enabled IoT: traffic congestion reduction in smart cities

S Soomro, MH Miraz, A Prasanth, M Abdullah - 2018 - IET
The world has now entered in a new era of Computing, blessed with many prominent
technologies including Artificial Intelligence (AI) and Internet of Things (IoT). In an IoT world …

[PDF][PDF] Moving towards smart transportation with machine learning and Internet of Things (IoT): a review

AK Dogra, J Kaur - Journal of Smart Environments and …, 2022 - pdfs.semanticscholar.org
Abstract Internet of Things (IoT) is a new paradigm that is providing enormous services for
the innovative technical advances by the researchers. There are so many IoT applications …

Intelligent traffic management system for smart cities

A Khanna, R Goyal, M Verma, D Joshi - … 2018, Solan, India, February 9–10 …, 2019 - Springer
In present-day times, the number of vehicles has increased drastically, but in contrast, the
capabilities of our roads and transportation systems still remain underdeveloped and as a …

[HTML][HTML] Machine learning based IoT system for secure traffic management and accident detection in smart cities

SB Balasubramanian, P Balaji, A Munshi… - PeerJ Computer …, 2023 - peerj.com
In smart cities, the fast increase in automobiles has caused congestion, pollution, and
disruptions in the transportation of commodities. Each year, there are more fatalities and …

A review of IoT application in a smart traffic management system

MKM Rabby, MM Islam, SM Imon - 2019 5th International …, 2019 - ieeexplore.ieee.org
This paper explores the advancement of smart traffic management system using the Internet
of Things (IoT). It works as middleware on the foundation of the IoT and augments the idea of …

Intelligent traffic congestion classification system using artificial neural network

M Ashifuddin Mondal, Z Rehena - … proceedings of the 2019 world wide …, 2019 - dl.acm.org
Managing the ever increasing road traffic congestion due to enormous vehicular growth is a
big concern all over the world. Tremendous air pollution, loss of valuable time and money …