DT-VAR: Decision tree predicted compatibility-based vehicular ad-hoc reliable routing

FH Kumbhar, SY Shin - IEEE Wireless Communications Letters, 2020 - ieeexplore.ieee.org
Reliable routing and efficient message delivery in vehicular ad-hoc networks (VANETs) is a
significant challenge owing to underlying environment constraints, such as dynamic nature …

VAR²: Novel Vehicular Ad-Hoc Reliable Routing Approach for Compatible and Trustworthy Paradigm

FH Kumbhar, SY Shin - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
Communications and routing protocols for vehicular ad-hoc networks (VANETs) are affected
by dynamic vehicular constraints like high mobility, efficient delivery, reliable path, and …

Novel Vehicular Compatibility-Based Ad Hoc Message Routing Scheme in the Internet of Vehicles Using Machine Learning

FH Kumbhar, SY Shin - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The sixth-generation cellular networks bring about proactive communications with predictive
decision making by incorporating artificial intelligence (AI) and machine learning (ML) in …

A machine learning approach for software-defined vehicular ad hoc networks with trust management

D Zhang, FR Yu, R Yang - 2018 IEEE Global Communications …, 2018 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have become a promising technology in smart
transportation systems with rising interest of expedient, safe, and high-efficient …

Deep reinforcement learning-based intelligent security forwarding strategy for VANET

B Liu, G Xu, G Xu, C Wang, P Zuo - Sensors, 2023 - mdpi.com
The vehicular ad hoc network (VANET) constitutes a key technology for realizing intelligent
transportation services. However, VANET is characterized by diverse message types …

A machine learning system for routing decision-making in urban vehicular ad hoc networks

WK Lai, MT Lin, YH Yang - International Journal of …, 2015 - journals.sagepub.com
In vehicular ad hoc networks (VANETs), network topology and communication links
frequently change due to the high mobility of vehicles. Key challenges include how to …

Cross layer approach for neighbor node selection in VANET routing

MA Gawas, M Mulay, V Bhatia - 2018 11th International …, 2018 - ieeexplore.ieee.org
The Internet of Vehicles is an upcoming prototype, one which has introduced cutting edge
applications and facilities which require the fulfillment of a certain Quality of Service (QoS) …

A position-based reliable emergency message routing scheme for road safety in VANETs

G Abbas, S Ullah, M Waqas, ZH Abbas, M Bilal - Computer Networks, 2022 - Elsevier
Reliable emergency message (EM) transmission in vehicular adhoc networks (VANETs)
necessitates an effective routing scheme. Position-based routing is considered more …

Trust and delay based routing for VANETs

MJ Sataraddi, MS Kakkasageri - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANET) is mainly aimed at providing safe and security related
information and traffic management. In future, VANET contribute to smart transportation …

RSU-assisted traffic-aware routing based on reinforcement learning for urban vanets

J Wu, M Fang, H Li, X Li - IEEE Access, 2020 - ieeexplore.ieee.org
In urban vehicular ad hoc networks (VANETs), the high mobility of vehicles along street
roads poses daunting challenges to routing protocols and has a great impact on network …