Evolution of IoT-enabled connectivity and applications in automotive industry: A review

MA Rahim, MA Rahman, MM Rahman… - Vehicular …, 2021 - Elsevier
Abstract Emerging Internet of Things (IoT) is considered as blessings for the automotive
industry to offer vast opportunities to inventively create, develop, and enhance seamless …

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 …

A survey on computation offloading and service placement in fog computing-based IoT

K Gasmi, S Dilek, S Tosun, S Ozdemir - the Journal of Supercomputing, 2022 - Springer
In recent years, fog computing has emerged as a computing paradigm to support the
computationally intensive and latency-critical applications for resource limited Internet of …

Fog based intelligent transportation big data analytics in the internet of vehicles environment: motivations, architecture, challenges, and critical issues

TSJ Darwish, KA Bakar - IEEE Access, 2018 - ieeexplore.ieee.org
The intelligent transportation system (ITS) concept was introduced to increase road safety,
manage traffic efficiently, and preserve our green environment. Nowadays, ITS applications …

Fully convolutional neural networks for LIDAR–camera fusion for pedestrian detection in autonomous vehicle

J Alfred Daniel, C Chandru Vignesh, BA Muthu… - Multimedia Tools and …, 2023 - Springer
Pedestrian detection appears to be an integral part of a vast array of vision-based
technologies, ranging from item recognition and monitoring via surveillance cameras to …

Big data processing and analysis in internet of vehicles: architecture, taxonomy, and open research challenges

A Arooj, MS Farooq, A Akram, R Iqbal… - … Methods in Engineering, 2022 - Springer
The extensive progression in the Internet of Vehicles (IoV) and the exponential upsurge in
data consumption reflect the importance of big data in IoV. In general, big data has gained a …

Deep neural network heuristic hierarchization for cooperative intelligent transportation fleet management

Q Ke, J Siłka, M Wieczorek, Z Bai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose malfunction classifications for trucks, a novel idea for smart fleet
management systems. In the proposed cooperative cooperative intelligent transportation (C …

[HTML][HTML] An overview of Hadoop applications in transportation big data

C Ma, M Zhao, Y Zhao - Journal of traffic and transportation engineering …, 2023 - Elsevier
As an open-source cloud computing platform, Hadoop is extensively employed in a variety
of sectors because of its high dependability, high scalability, and considerable benefits in …

Smart mobility with Big Data: approaches, applications, and challenges

D Lee, D Camacho, JJ Jung - Applied Sciences, 2023 - mdpi.com
Many vehicles are connected to the Internet, and big data are continually created. Various
studies have been conducted involving the development of artificial intelligence, machine …

Comparative analysis of intelligent transportation systems for sustainable environment in smart cities

A Balasubramaniam, A Paul, WH Hong, HC Seo… - Sustainability, 2017 - mdpi.com
In recent works on the Internet of Vehicles (IoV),“intelligent” and “sustainable” have been the
buzzwords in the context of transportation. Maintaining sustainability in IoV is always a …