Deep learning for reliable mobile edge analytics in intelligent transportation systems: An overview

A Ferdowsi, U Challita, W Saad - ieee vehicular technology …, 2019 - ieeexplore.ieee.org
Intelligent transportation systems (ITSs) will be a major component of tomorrow's smart
cities. However, realizing the true potential of ITSs requires ultralow latency and reliable …

Deep learning support for intelligent transportation systems

J Guerrero‐Ibañez… - Transactions on …, 2021 - Wiley Online Library
Abstract Intelligent Transportation Systems (ITS) help improve the ever‐increasing vehicular
flow and traffic efficiency in urban traffic to reduce the number of accidents. The generation …

Applications of deep learning in intelligent transportation systems

AK Haghighat, V Ravichandra-Mouli… - Journal of Big Data …, 2020 - Springer
Abstract In recent years, Intelligent Transportation Systems (ITS) have seen efficient and
faster development by implementing deep learning techniques in problem domains which …

[HTML][HTML] Computer vision applications in intelligent transportation systems: a survey

E Dilek, M Dener - Sensors, 2023 - mdpi.com
As technology continues to develop, computer vision (CV) applications are becoming
increasingly widespread in the intelligent transportation systems (ITS) context. These …

BEGIN: Big data enabled energy-efficient vehicular edge computing

Z Zhou, H Yu, C Xu, Z Chang, S Mumtaz… - IEEE …, 2018 - ieeexplore.ieee.org
Vehicular edge computing is essential to support future emerging multimedia-rich and delay-
sensitive applications in vehicular networks. However, the massive deployment of edge …

[HTML][HTML] When intelligent transportation systems sensing meets edge computing: Vision and challenges

X Zhou, R Ke, H Yang, C Liu - Applied Sciences, 2021 - mdpi.com
The widespread use of mobile devices and sensors has motivated data-driven applications
that can leverage the power of big data to benefit many aspects of our daily life, such as …

Recent advances in machine-learning driven intrusion detection in transportation: Survey

H Bangui, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Rapid developments in Intelligent Transportation Systems (ITSs) have emerged as
a new research field for building sustainable smart cities. VANET (vehicular ad hoc network) …

Edge intelligence in intelligent transportation systems: A survey

T Gong, L Zhu, FR Yu, T Tang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Edge intelligence (EI) is becoming one of the research hotspots among researchers, which
is believed to help empower intelligent transportation systems (ITS). ITS generates a large …

Enhancing transportation systems via deep learning: A survey

Y Wang, D Zhang, Y Liu, B Dai, LH Lee - Transportation research part C …, 2019 - Elsevier
Abstract Machine learning (ML) plays the core function to intellectualize the transportation
systems. Recent years have witnessed the advent and prevalence of deep learning which …

UAV-empowered edge computing environment for cyber-threat detection in smart vehicles

S Garg, A Singh, S Batra, N Kumar, LT Yang - IEEE network, 2018 - ieeexplore.ieee.org
Over the last few years, we have witnessed an exponential increase in the computing and
storage capabilities of smart devices that has led to the popularity of an emerging …