[HTML][HTML] The Application of Machine Learning and Deep Learning in Intelligent Transportation: A Scientometric Analysis and Qualitative Review of Research Trends

J Zhang, J Wang, H Zang, N Ma, M Skitmore, Z Qu… - Sustainability, 2024 - mdpi.com
Machine learning (ML) and deep learning (DL) have become very popular in the research
community for addressing complex issues in intelligent transportation. This has resulted in …

[HTML][HTML] Systematic review of overtaking maneuvers with autonomous vehicles

J Ortega, M Ortega, K Ismael, J Ortega… - Transportation …, 2024 - Elsevier
The integration of intelligent transportation systems (ITS) in urban infrastructure has
increased significantly, and one of the most notable examples is the development of …

Adaptive traffic light control using deep reinforcement learning technique

R Kumar, NVK Sharma, VK Chaurasiya - Multimedia Tools and …, 2024 - Springer
Smart city growth needs information and communication technology to increase urban
sustainability but faces critical traffic congestion and vehicle classification issues. It is crucial …

Distributed Traffic Signal Optimization at V2X Intersections

L Zhang, L Zhang - Mathematics, 2024 - mdpi.com
This paper presents our research on a traffic signal control system (TSCS) at V2X
intersections. The overall objective of the study is to create an implementable TSCS. The …

Traffic signal optimization framework using interpretable machine learning technique under heterogeneous-autonomy traffic environment

M Al-Turki, MT Kashifi, NT Ratrout… - Neural Computing and …, 2024 - Springer
Recent advancements in the industrial revolution and artificial intelligence have aided in the
development of novel approaches that have considerable potential for increasing the …

Risk‐based maximum speed advisory system for driving safety of connected and automated bus

S Tak, S Kim, D Lee - IET Intelligent Transport Systems, 2024 - Wiley Online Library
Bus rapid transit (BRT) system is a cost‐effective way to provide public transportation
service. However, it faces some challenges such as reduced labour productivity and …

Enhancing Traffic Sustainability: An Analysis of Isolation Intersection Effectiveness through Fixed Time and Logic Control Design Using VisVAP Algorithm

R Duraku, D Boshnjaku - Sustainability, 2024 - mdpi.com
This paper addresses the limitations of the fixed-time approach in traffic signal control, which
can lead to bottlenecks and inefficiencies. Proposing an alternative algorithm based on …

A guidance assistance strategy for intersections based on vehicle speed prediction sequences

Y Zhang, M Gao, W Wang - Sustainable Horizons, 2023 - Elsevier
To improve the efficiency of urban traffic systems and environments, a speed guidance
model based on a predictive vehicle speed sequence is proposed in this study. The model …

Advancing UAV path planning system: a software pattern language for dynamic environments

G Airlangga - Buletin Ilmiah Sarjana Teknik Elektro, 2023 - journal2.uad.ac.id
In the rapidly advancing domain of Unmanned Aerial Vehicle (UAV) technologies, the
capability to navigate dynamic and unpredictable environments is paramount. To this end …

Assessment of University Parking Management System: A Simulation-Based Study

ST Alam, ASMN Uddin, FA Azrin - Mathematical Models and Computer …, 2024 - Springer
The university is having difficulty meeting the demand for parking lots to meet the
requirements of students. According to data, the number of registered cars at a specific …