A reinforcement learning-based vehicle platoon control strategy for reducing energy consumption in traffic oscillations

M Li, Z Cao, Z Li - IEEE Transactions on Neural Networks and …, 2021 - ieeexplore.ieee.org
The vehicle platoon will be the most dominant driving mode on future roads. To the best of
our knowledge, few reinforcement learning (RL) algorithms have been applied in vehicle …

Deep reinforcement learning-based vehicle driving strategy to reduce crash risks in traffic oscillations

M Li, Z Li, C Xu, T Liu - Transportation research record, 2020 - journals.sagepub.com
The primary objective of this study is to propose a deep reinforcement learning-based
driving strategy for individual vehicles to mitigate oscillations and optimize traffic safety in …

Improving the performance of opportunistic routing protocol using the evidence theory for VANETs in highways

AA Kashani, M Ghanbari, AM Rahmani - IET Communications, 2019 - Wiley Online Library
Vehicular ad‐hoc networks (VANETs) despite their potential benefits, especially for
intelligent transportation and safety systems face some important challenges. The main …

A detection mechanism on malicious nodes in IoT

B Li, R Ye, G Gu, R Liang, W Liu, K Cai - Computer Communications, 2020 - Elsevier
The increasing scale of the Internet of Things (IoT) makes systems vulnerable to serious
security threats, especially when the attacks of malicious nodes exist in these networks …

A Decision Theoretic Framework for Message Prioritization via Machine Learning Algorithm in Vehicular Networks

C Gu, X Weng, D Hu - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) in the network require to process messages
received from neighboring vehicles depending on various applications. Due to limits of …

Efficient proxy ring signature for VANET

L Liu, Y Wang, J Zhang, Q Yang - The Journal of Engineering, 2019 - Wiley Online Library
The messages in vehicular ad hoc networks (VANET) are vulnerable to attack in the open
wireless environment. Group communication in VANET is receiving more attention, which …

Novel Hybrid Architecture of Infotainment for Streaming Signals in Vehicular Network

S Reshma, C Prakash, M Rafi - 2021 - researchsquare.com
Infotainment system is meant for offering integrated services of information and
entertainment to the driver to offer a better driving experience. However, the infotainment …

A Design of Highly-Secured Map Chaotic Encryption Scheme for VANET Communication

SC Nelson, RK Singh, GL Prakash - International e-Conference …, 2023 - atlantis-press.com
In the realm of wireless communication, Vehicular Ad Hoc Networks (VANETs) confront
security vulnerabilities, necessitating the adoption of an encryption method that ensures …

[PDF][PDF] Novel Hybrid Architecture of Infotainment for Streaming Signals in Vehicular Network

C Prakash, M Rafi - 2021 - scholar.archive.org
Infotainment system is meant for offering integrated services of information and
entertainment to the driver to offer a better driving experience. However, the infotainment …

[PDF][PDF] Design of High Secured Multi Scroll Attractor Based Henon Map Chaotic Encryption Scheme for VANET Communication

G Bindu, RA Karthika - researchgate.net
The vehicular ad hoc networks are vulnerable to security threats while communication is
established in wireless made proper encryption scheme can aid in establishing effective and …