Deep Learning‐Based Big Data Analytics for Internet of Vehicles: Taxonomy, Challenges, and Research Directions

H Chiroma, SM Abdulhamid… - Mathematical …, 2021 - Wiley Online Library
The Internet of Vehicles (IoV) is a developing technology attracting attention from the
industry and the academia. Hundreds of millions of vehicles are projected to be connected …

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 …

Big data challenges and opportunities in Internet of Vehicles: a systematic review

A Hemmati, M Zarei, AM Rahmani - International Journal of Pervasive …, 2024 - emerald.com
Purpose Big data challenges and opportunities on the Internet of Vehicles (IoV) have
emerged as a transformative paradigm to change intelligent transportation systems. With the …

The architecture, classification, and unsolved research issues of big data extraction as well as decomposing the internet of vehicles (IoV)

SL Bangare, S Prakash, K Gulati… - … conference on signal …, 2021 - ieeexplore.ieee.org
with the faster advancement of the Internet of Vehicles and the increasing growth of units of
information demonstrate a critical role of big data in Internet of vehicles. The big data has …

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 …

The paradigm of big data for augmenting internet of vehicle into the intelligent cloud computing systems

GB Gebremeskel, Y Chai, Z Yang - … , IOV, Beijing, China, September 1-3 …, 2014 - Springer
Abstract Big Data for IoV development is about turning imperfect, complex, often
unstructured data into actionable information, which implies leveraging advanced …

Deep Learning‐Based Solutions for 5G Network and 5G‐Enabled Internet of Vehicles: Advances, Meta‐Data Analysis, and Future Direction

MS Almutairi - Mathematical Problems in Engineering, 2022 - Wiley Online Library
The advent of the 5G mobile network has brought a lot of benefits. However, it prompted new
challenges on the 5G network cybersecurity defense system, resource management …

Big Data for transportation and mobility: recent advances, trends and challenges

AI Torre‐Bastida, J Del Ser, I Laña… - IET Intelligent …, 2018 - Wiley Online Library
Big Data is an emerging paradigm and has currently become a strong attractor of global
interest, specially within the transportation industry. The combination of disruptive …

Data fusion in autonomous vehicles research, literature tracing from imaginary idea to smart surrounding community

S AlZu'bi, Y Jararweh - … Conference on Fog and Mobile Edge …, 2020 - ieeexplore.ieee.org
Many significant challenges related to transportation systems have been raised recently,
these include the high accidents rate, road congestion, emission of gases, and environment …

Deep learning approaches for IoV applications and services

LE Alatabani, ES Ali, RA Saeed - Intelligent Technologies for Internet of …, 2021 - Springer
Internet of vehicles (IoV) has become an important revolution of intelligent transportation
system (ITS). It became an emerging research area as the need for it has increased …