Intelligent Traffic Control System for Over-Saturated Signalized Intersections in Kuwait..

Alothman, Woroud

doi:10.21608/kjis.2018.3240.1003

Cited by 2 publications

(2 citation statements)

References 8 publications

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“…Alothman in [34] proposes a new intelligent traffic control (ITC) system. The proposed ITC system is designed as a dynamic system by using a fuzzy expert system; the fuzzy rules are applied in the visual basic and computer-based program (excel) to run the validation process.…”

Section: Intelligent Design Approachmentioning

confidence: 99%

Traffic light control design approaches: a systematic literature review

Mohamed

Radwan

2022

IJECE

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<span>To assess different approaches to traffic light control design, a systematic literature review was conducted, covering publications from 2006 to 2020. The review’s aim was to gather and examine all studies that looked at road traffic and congestion issues. As well, it aims to extract and analyze protruding techniques from selected research articles in order to provide researchers and practitioners with recommendations and solutions. The research approach has placed a strong emphasis on planning, performing the analysis, and reporting the results. According to the results of the study, there has yet to be developed a specific design that senses road traffic and provides intelligent solutions. Dynamic time intervals, learning capability, emergency priority management, and intelligent functionality are all missing from the conventional design approach. While learning skills in the adaptive self-organization strategy were missed. Nonetheless, the vast majority of intelligent design approach papers lacked intelligent fear tires and learning abilities.</span>

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Section: Intelligent Design Approachmentioning

confidence: 99%

Traffic light control design approaches: a systematic literature review

Mohamed

Radwan

2022

IJECE

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“…Numerous factors are considered when designing and implementing a solution for traffic management to reduce traffic jams, including speed, volume, density, and headway [10][11][12][13][14]. The speed of a vehicle refers to the distance it travels per time unit.…”

Section: Introductionmentioning

confidence: 99%

An Intelligent Adaptive Dynamic Algorithm for a Smart Traffic System

Alsheikhy¹,

Said²,

Shawly³

2023

Computer Systems Science and Engineering

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Due to excessive car usage, pollution and traffic have increased. In urban cities in Saudi Arabia, such as Riyadh and Jeddah, drivers and air quality suffer from traffic congestion. Although the government has implemented numerous solutions to resolve this issue or reduce its effect on the environment and residents, it still exists and is getting worse. This paper proposes an intelligent, adaptive, practical, and feasible deep learning method for intelligent traffic control. It uses an Internet of Things (IoT) sensor, a camera, and a Convolutional Neural Network (CNN) tool to control traffic in real time. An image segmentation algorithm analyzes inputs from the cameras installed in designated areas. This study considered whether CNNs and IoT technologies could ensure smooth traffic flow in high-speed, high-congestion situations. The presented algorithm calculates traffic density and cars' speeds to determine which lane gets high priority first. A real case study has been conducted on MATLAB to verify and validate the results of this approach. This algorithm estimates the reduced average waiting time during the red light and the suggested time for the green and red lights. An assessment between some literature works and the presented algorithm is also provided. In contrast to traditional traffic management methods, this intelligent and adaptive algorithm reduces traffic congestion, automobile waiting times, and accidents.

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Intelligent Traffic Control System for Over-Saturated Signalized Intersections in Kuwait..

Cited by 2 publications

References 8 publications

Traffic light control design approaches: a systematic literature review

Traffic light control design approaches: a systematic literature review

An Intelligent Adaptive Dynamic Algorithm for a Smart Traffic System

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