Optimizing Traffic Flow With Reinforcement Learning: A Study on Traffic Light Management

A Merbah, J Ben-Othman - IEEE Transactions on Intelligent …, 2024‏ - ieeexplore.ieee.org
The non-adaptive management of traffic lights has proven inefficient for a number of
drawbacks. They mainly im**e on CO2 emissions, fuel consumption, traffic waiting time …

Design and implementation of a microcontroller training kit for blend learning

AF Mahmood, KA Ahmed… - Computer Applications in …, 2022‏ - Wiley Online Library
Today, microcontrollers are of paramount importance in various aspects of life. They are
used for design in many industrial fields from simple to highly complex devices. With a …

Intelligent management of crossroads with traffic lights using an hybrid method combining genetic algorithm and fuzzy logic

A Merbah, A Makrizi, EH Essoufi - Journal of Intelligent & …, 2023‏ - content.iospress.com
One of the pertinent concerns in traffic management is to optimize the waiting time at the
traffic light junctions. We have has already developed an integrated nonlinear model which …

Vehicle detection monitoring system using internet of things

Y Nurhadryani, W Wulandari… - Jurnal RESTI (Rekayasa …, 2022‏ - jurnal.iaii.or.id
The overcapacity of vehicle numbers is one of the significant causes of the traffic congestion
problem on Indonesia roadways. The government applies a One-way system (SSA) as one …

Performance Enhancement of VLC-NOMA Employing Beamforming Function based vehicle-to-multivehicle Communication system

SA Yosef, LF Abdulameer - IETE Journal of Research, 2024‏ - Taylor & Francis
The realm of vehicular safety applications driven by communication has surfaced as a
paramount approach for elevating road safety standards. The adoption of Vehicular VLC (V …

The key technologies of road elevation detection based on sensor fusion

J Han, J Liu, H Chang - Sensors, 2022‏ - mdpi.com
The detection of long-distance pavement elevation undulation is the main data basis for
pavement slope detection and flatness detection, and is also the data source for 3D …

[PDF][PDF] Network Traffic Prediction Based on Boosting Learning

MA Kashmoola, MK Ahmed, NYA Alsaleem - Iraqi Journal of Science, 2022‏ - iasj.net
Classification of network traffic is an important topic for network management, traffic routing,
safe traffic discrimination, and better service delivery. Traffic examination is the entire …

Visible Light Communication System Integrating Road Signs with the Vehicle Network Grid

SSH Al-Obaidi - Al-Iraqia Journal for Scientific Engineering …, 2024‏ - ijser.aliraqia.edu.iq
Today, human life is threatened by road accidents inside the vehicle especially when driving
in bad weather conditions such as rainy, icy, and foggy weather. These weather conditions …

DriveQ: A Dedicated Vehicle-to-Vehicle Communication System for Enhancing Road Safety and Traffic Management

KS Sunil, A Biju, G Arun, PV Joy… - … Conference on E …, 2024‏ - ieeexplore.ieee.org
Modern urban transportation systems confront significant challenges, including escalating
traffic congestion, accidents, and inefficient traffic management. One critical aspect …