Peer-to-peer overlay techniques for vehicular ad hoc networks: Survey and challenges

AI Ameur, A Lakas, MB Yagoubi, OS Oubbati - Vehicular Communications, 2022 - Elsevier
Vehicular ad hoc networks (VANETs) provide an effective technology for vehicles
communicating while on the road. Vehicles are organized in an ad hoc networks offering …

Reinforcement learning-based routing protocols for vehicular ad hoc networks: A comparative survey

RA Nazib, S Moh - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular-ad hoc networks (VANETs) hold great importance because of their potentials in
road safety improvement, traffic monitoring, and in-vehicle infotainment services. Due to high …

MetaLearn: Optimizing routing heuristics with a hybrid meta-learning approach in vehicular ad-hoc networks

A Nahar, D Das - Ad Hoc Networks, 2023 - Elsevier
Routing protocols in vehicular ad-hoc networks (VANETs) are typically challenged by high
vehicular mobility and changing network topology. It becomes more apparent as the …

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 …

Reinforcement Learning-Based Routing Protocols in Vehicular and Flying Ad Hoc Networks–A Literature Survey

P Bugarčić, N Jevtić, M Malnar - Promet-Traffic&Transportation, 2022 - hrcak.srce.hr
Sažetak Vehicular and flying ad hoc networks (VANETs and FANETs) are becoming
increasingly important with the development of smart cities and intelligent transporta-tion …

Sptframe: A framework for spatio-temporal information aware message dissemination in software defined vehicular networks

A Nahar, D Das, SK Das - … of the 24th International Conference on …, 2023 - dl.acm.org
The volume of vehicular network traffic is very context (time and geographic location) and
technology-dependent. Considering both multi-hop geocast and single-hop broadcast …

A survey on routing and load-balancing mechanisms in software-defined vehicular networks

M Malakar, J Mahapatro, T Ghosh - Wireless Networks, 2024 - Springer
Software-defined vehicular networks (SDVN) is a promising technology for wireless data
transmissions between vehicles. SDVN inherits software-defined networking principles and …

OBQR: orientation-based source QoS routing in VANETs

A Nahar, D Das, SK Das - Proceedings of the 23rd international ACM …, 2020 - dl.acm.org
The source-based routing using quality of service (QoS) metrics results in alternate path
discovery considering link-availability time, link costs, and path delays to overcome the …

AlcFier: Adaptive self-learning classifier for routing in vehicular ad-hoc network

A Nahar, H Sikarwar, D Das - 2022 IEEE 47th conference on …, 2022 - ieeexplore.ieee.org
This paper presents an adaptive self-learning classifier-based clustering algorithm called
AlcFier, to support scalability, enhance the stability of the network topology, and provide …

A Recent Reinforcement Learning Trend for Vehicular Ad Hoc Networks Routing

W Kim, J Min, Y Son, J Paek - 2023 14th International …, 2023 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) are one of the most essential parts of intelligent
transportation system (ITS). VANETs fulfill a crucial role in continuous traffic monitoring …