Comprehensive survey on machine learning in vehicular network: Technology, applications and challenges

F Tang, B Mao, N Kato, G Gui - IEEE Communications Surveys …, 2021 - ieeexplore.ieee.org
Towards future intelligent vehicular network, the machine learning as the promising artificial
intelligence tool is widely researched to intelligentize communication and networking …

A comprehensive survey on clustering in vehicular networks: Current solutions and future challenges

M Ayyub, A Oracevic, R Hussain, AA Khan, Z Zhang - Ad Hoc Networks, 2022 - Elsevier
Vehicular networks are on the verge of deployment, thanks to the advancements in
computation and communication technologies. This breed of ad hoc networks leverages …

A fair and cooperative mac protocol for heterogeneous cognitive radio enabled vehicular ad-hoc networks

J Tiwari, A Prakash, R Tripathi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Advancements in intelligent transportation necessitate a dependable medium access control
(MAC) protocol to enable high-priority safety broadcasts. Implementing cognitive radio …

An adaptive and cooperative MAC protocol for safety applications in cognitive radio enabled vehicular Ad-hoc networks

J Tiwari, A Prakash, R Tripathi - Ad Hoc Networks, 2023 - Elsevier
Rapid broadcast of safety message (sm) is critical for real-time applications in cognitive
radio vehicular ad hoc networks (CR-VANETs). The arrival of primary users (PU) and the …

Machine learning-based cooperative spectrum sensing in dynamic segmentation enabled cognitive radio vehicular network

MA Hossain, R Md Noor, KLA Yau, SR Azzuhri… - Energies, 2021 - mdpi.com
A vehicle ad hoc network (VANET) is a solution for road safety, congestion management,
and infotainment services. Integration of cognitive radio (CR), known as CR-VANET, is …

An adaptive intersection selection mechanism using ant Colony optimization for efficient data dissemination in urban VANET

A Srivastava, A Prakash, R Tripathi - Peer-to-Peer Networking and …, 2020 - Springer
Vehicular ad-hoc network (VANET) is capable of offering a diverse set of services, and thus
gains lot of attention from both academic and industrial communities. In VANET, the …

Privacy preserving machine learning for electric vehicles: A survey

AR Sani, MU Hassan, J Chen - arxiv preprint arxiv:2205.08462, 2022 - arxiv.org
In the recent years, the interest of individual users in modern electric vehicles (EVs) has
grown exponentially. An EV has two major components, which make it different from …

Fuzzy-based beaconless probabilistic broadcasting for information dissemination in urban VANET

A Srivastava, A Prakash, R Tripathi - Ad Hoc Networks, 2020 - Elsevier
Multi-hop broadcasting in Vehicular Ad Hoc Network (VANET) is the basic building block for
renovating on-road travel experiences because it supports message dissemination among a …

A novel cooperative MAC protocol for safety applications in cognitive radio enabled vehicular ad-hoc networks

J Tiwari, A Prakash, R Tripathi - Vehicular Communications, 2021 - Elsevier
Recent developments in intelligent transportation system (ITS) require a reliable medium
access control (MAC) protocol to support the high-priority safety message broadcast. The …

Deep reinforcement learning based optimal channel selection for cognitive radio vehicular ad‐hoc network

R Pal, N Gupta, A Prakash, R Tripathi… - IET …, 2020 - Wiley Online Library
Channel selection is a challenging task in cognitive radio vehicular networks. Vehicles have
to sense the channels periodically. Due to this, a lot of time is wasted which could have been …