[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 …
community for addressing complex issues in intelligent transportation. This has resulted in …
[HTML][HTML] Systematic review of overtaking maneuvers with autonomous vehicles
The integration of intelligent transportation systems (ITS) in urban infrastructure has
increased significantly, and one of the most notable examples is the development of …
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 …
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 …
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
Recent advancements in the industrial revolution and artificial intelligence have aided in the
development of novel approaches that have considerable potential for increasing 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
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 …
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 …
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 …
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 …
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 …
requirements of students. According to data, the number of registered cars at a specific …