RA Nazib, S Moh - IEEE Access, 2021 - ieeexplore.ieee.org
… Vehicularadhocnetworks (VANETs) are among the most investigated topics in the field of mobile adhocnetworks (MANETs). In VANETs, vehicles transmit information in a multihop …
… density and assist VANETs in route selection in an automated way with increased accuracy. In this article, a novel machinelearning architecture using deep reinforcementlearning (DRL…
F Li, X Song, H Chen, X Li… - … Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
Vehicularadhocnetwork is a collection of vehicles and associated road-side infrastructure, which is able to provide mobile wireless communication services. This highly dynamic …
… reinforcementlearning and its characteristics and study how to use this technique for creating routing protocols in VANETs… approach tries to choose the most suitable intersection-based …
J Wu, M Fang, H Li, X Li - IEEE Access, 2020 - ieeexplore.ieee.org
… ABSTRACT In urban vehicularadhocnetworks (VANETs), … to routing protocols and has a great impact on network … intersection-basedQoS routing in vehicularadhocnetworks,’…
… –exploitation dilemma in reinforcementlearning refers to the … -aware reinforcement learning-based routing Protocol in this … Intersection-based connectivity aware routing in vehicular …
… One way to overcome this problem is to use machinelearning (ML) in the routing process, … A model based reinforcementlearning protocol for routing in vehicularadhocnetwork. …
WK Lai, MT Lin, YH Yang - … of Distributed Sensor Networks, 2015 - journals.sagepub.com
… routing information system called the machinelearning-assisted route selection (MARS) system to estimate necessary information for routing … with the help of machinelearning. We use …
N Geng, Q Bai, C Liu, T Lan, V Aggarwal… - … on Vehicular …, 2023 - ieeexplore.ieee.org
… of routing protocols for vehicularadhocnetworks (VANETs) … as a software defined network,” IEEE/ACM TON, vol. 24, no. 3… Intersection-based geographical routing protocol for VANETs…