A cross-layer learning automata based gateway selection method in multi-radio multi-channel wireless mesh networks

AR Parvanak, M Jahanshahi, M Dehghan - Computing, 2019 - Springer
Wireless networks' applications are increasing gradually necessitating their performance to
enhance. Evolution of these networks over time indicates the need for algorithms which can …

Nq-gpls: n-queen inspired gateway placement and learning automata-based gateway selection in wireless mesh network

A Razi, KA Hua, A Majidi - proceedings of the 15th ACM international …, 2017 - dl.acm.org
This paper discusses two issues with multi-channel multi-radio Wireless Mesh Networks
(WMN): gateway placement and gateway selection. To address these issues, a method will …

Reinforcement learning-based best path to best gateway scheme for wireless mesh networks

M Boushaba, A Hafid… - 2011 IEEE 7th …, 2011 - ieeexplore.ieee.org
This paper addresses the problem of optimal routing in backbone wireless mesh networks
(WMNs) where each mesh router (MR) is equipped with multiple radio interfaces and a …

Reinforcement learning based routing in wireless mesh networks

M Boushaba, A Hafid, A Belbekkouche, M Gendreau - Wireless networks, 2013 - Springer
This paper addresses the problem of efficient routing in backbone wireless mesh networks
(WMNs) where each mesh router is equipped with multiple radio interfaces and a subset of …

Improving channel assignment in multi-radio wireless mesh networks with learning automata

M Shojafar, S Abolfazli, H Mostafaei… - Wireless Personal …, 2015 - Springer
Wireless mesh networks (WMNs) consist of static nodes that usually have one or more
radios or media. Optimal channel assignment (CA) for nodes is a challenging problem in …

Online channel assignment in multi-radio wireless mesh networks using learning automata

Z Beheshtifard, MR Meybodi - arXiv preprint arXiv:1405.3448, 2014 - arxiv.org
In this paper, we look into the problem of channel assignment in multi-channel multi-radio
wireless mesh networks. We propose a new learning automata based channel assignment …

Differentiated service based interference-aware routing for multigateway multiradio multichannel wireless mesh networks

J Wang, W Shi, Y Xu, Y Li - International Journal of …, 2014 - journals.sagepub.com
Routing metric helps select optimal path from source node to destination node. It is the key
for the whole network performance and needs to be designed carefully. Existing routing …

QoS guaranteed intelligent routing using hybrid PSO-GA in wireless mesh networks

V Sarasvathi, NCSN Iyengar, S Saha - Cybernetics and Information …, 2015 - sciendo.com
In Multi-Channel Multi-Radio Wireless Mesh Networks (MCMR-WMN), finding the optimal
routing by satisfying the Quality of Service (QoS) constraints is an ambitious task. Multiple …

An adaptive channel assignment in wireless mesh network: the learning automata approach

Z Beheshtifard, MR Meybodi - Computers & Electrical Engineering, 2018 - Elsevier
In wireless mesh networks, random changes in the environment can increase the complexity
of the multi-channel assignment. In this work, a new channel assignment scheme based on …

A novel gateway selection method to maximize the system throughput of wireless mesh network deployed in disaster areas

W Liu, H Nishiyama, N Kato, Y Shimizu… - 2012 IEEE 23rd …, 2012 - ieeexplore.ieee.org
Since Wireless Mesh Networks (WMNs) can be easily deployed without wirelines among
wireless mesh routers, they allow us to quickly recover network access services in disaster …