Data fusion for ITS: A systematic literature review
C Ounoughi, SB Yahia - Information Fusion, 2023 - Elsevier
In recent years, the development of intelligent transportation systems (ITS) has involved the
input of various kinds of heterogeneous data in real time and from multiple sources, which …
input of various kinds of heterogeneous data in real time and from multiple sources, which …
Review of data fusion methods for real-time and multi-sensor traffic flow analysis
SA Kashinath, SA Mostafa, A Mustapha… - IEEE …, 2021 - ieeexplore.ieee.org
Recently, development in intelligent transportation systems (ITS) requires the input of
various kinds of data in real-time and from multiple sources, which imposes additional …
various kinds of data in real-time and from multiple sources, which imposes additional …
Development of AI‐Based Vehicle Detection and Tracking System for C‐ITS Application
There are various means of monitoring traffic situations on roads. Due to the rise of artificial
intelligence (AI) based image processing technology, there is a growing interest in …
intelligence (AI) based image processing technology, there is a growing interest in …
Energy efficient data transmission in intelligent transportation system (ITS): Millimeter (mm wave) based routing algorithm for connected vehicles
In the context of the Intelligent Transportation System (ITS), smart urban communication
provides both significant potential and formidable problems for linked cars. A high rate of …
provides both significant potential and formidable problems for linked cars. A high rate of …
Sequence to sequence hybrid Bi-LSTM model for traffic speed prediction
C Ounoughi, SB Yahia - Expert Systems with Applications, 2024 - Elsevier
Congestion is a bane of urban life that affects a large share of the population on a daily
basis. Thus, congestion gets tremendous attention from city stakeholders, residents, and …
basis. Thus, congestion gets tremendous attention from city stakeholders, residents, and …
Real-time urban regional route planning model for connected vehicles based on V2X communication
P Wang, J Zhang, H Deng, M Zhang - Journal of Transport and Land Use, 2020 - JSTOR
Advancement in the novel technology of connected vehicles has presented opportunities
and challenges for smart urban transport and land use. To improve the capacity of urban …
and challenges for smart urban transport and land use. To improve the capacity of urban …
In-cylinder pressure smart sampling for efficient data management
The present paper proposes an optimized algorithm for minimizing the amount of data
processed in order to maintain all critical information from the in-cylinder pressure sensor …
processed in order to maintain all critical information from the in-cylinder pressure sensor …
V2I-Based Intelligent Mobility Data Fusion for Self-Adaptive Traffic Signal Control
The emerging connected vehicle (CV) technology provides an opportunity to formulate an
ambulant data platform that allows the actual data transfer among multiple vehicles and …
ambulant data platform that allows the actual data transfer among multiple vehicles and …
A novel method about the representation and discrimination of traffic state
J Jiang, Q Chen, J Xue, H Wang, Z Chen - Sensors, 2020 - mdpi.com
The representation and discrimination of various traffic states play an essential role in
solving traffic accidents and congestion as the foundation of traffic state prediction. However …
solving traffic accidents and congestion as the foundation of traffic state prediction. However …
Deep reinforcement learning-based LSTM model for traffic flow forecasting in internet of vehicles
Nowadays many large cities often suffer from road congestion. Then, it is necessary to
improve the working efficiency of urban road network with the help of computational …
improve the working efficiency of urban road network with the help of computational …