An Energy-Efficient Routing Protocol Using Movement Trends in Vehicular Ad hoc Networks

D Zhang, Z Yang, V Raychoudhury… - The Computer …, 2013 - academic.oup.com
Abstract Vehicular Ad hoc Networks (VANETs) are a killer application of Mobile Ad hoc
Networks (MANETs), which exchange data among vehicles and vehicles to roadside …

ALCA: Agent learning–based clustering algorithm in vehicular ad hoc networks

N Kumar, N Chilamkurti, JH Park - Personal and ubiquitous computing, 2013 - Springer
Vehicular ad hoc network (VANET) is an emerging technology which can be used in various
applications such as intelligent transport technology, safety applications, etc. But one of the …

Application of reinforcement learning to routing in distributed wireless networks: a review

HAA Al-Rawi, MA Ng, KLA Yau - Artificial Intelligence Review, 2015 - Springer
The dynamicity of distributed wireless networks caused by node mobility, dynamic network
topology, and others has been a major challenge to routing in such networks. In the …

Toward attack-resistant route mutation for VANETs: an online and adaptive multiagent reinforcement learning approach

T Zhang, C Xu, B Zhang, J Shen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Vehicular Ad hoc Networks (VANETs) are prone to packet drop attacks because of their
inherent distributed architecture and dynamic topology. Existing security schemes mainly …

Vehicle routing problem using reinforcement learning: Recent advancements

SM Raza, M Sajid, J Singh - Advanced machine intelligence and signal …, 2022 - Springer
In the realization of smart cities, the most important component is the smart logistics in which
the vehicle routing problem (VRP) plays a significant role. The VRP has been proven to be …

Greedy routing protocols for vehicular ad hoc networks

J Bernsen, D Manivannan - 2008 International Wireless …, 2008 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) allow vehicles to form a self-organized network without
the need for permanent infrastructure. As a prerequisite to communication, an efficient route …

Vehicle‐Mounted Self‐Organizing Network Routing Algorithm Based on Deep Reinforcement Learning

S Ye, L Xu, X Li - Wireless Communications and Mobile …, 2021 - Wiley Online Library
Through the research on the vehicle‐mounted self‐organizing network, in view of the current
routing technical problems of the vehicle‐mounted self‐organizing network under the …

A survey of reinforcement learning based routing protocols for mobile ad-hoc networks

S Chettibi, S Chikhi - International Conference on Computer Networks and …, 2011 - Springer
Designing mobility and power aware routing protocols have made the main focus of the
early contributions to the field of Mobile Ad-hoc NETworks (MANETs). However, almost all …

A Stackelberg game for street-centric QoS-OLSR protocol in urban vehicular ad hoc networks

M Kadadha, H Otrok, H Barada, M Al-Qutayri… - Vehicular …, 2018 - Elsevier
In this paper, we address the problem of routing in urban Vehicular Ad Hoc Networks
(VANETs) using proactive Optimized Link State Routing (OLSR) protocol in the presence of …

DABFS: A robust routing protocol for warning messages dissemination in VANETs

S Haider, G Abbas, ZH Abbas, T Baker - Computer Communications, 2019 - Elsevier
Vehicular ad hoc networks play a pivotal role in the enrichment of transportation systems by
making them intelligent and capable of avoiding road accidents. For transmission of warning …