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Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network

The satellite network plays an increasingly important role in the global communication. With the development of communication technology, quality of service requirements have become more and more complex and diverse and the quality of service routing strategy of software-defined satellite network ha...

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Detalles Bibliográficos
Autores principales: Wu, Yang, Hu, Guyu, Jin, Fenglin, Tang, Siqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512030/
https://www.ncbi.nlm.nih.gov/pubmed/34640674
http://dx.doi.org/10.3390/s21196356
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author Wu, Yang
Hu, Guyu
Jin, Fenglin
Tang, Siqi
author_facet Wu, Yang
Hu, Guyu
Jin, Fenglin
Tang, Siqi
author_sort Wu, Yang
collection PubMed
description The satellite network plays an increasingly important role in the global communication. With the development of communication technology, quality of service requirements have become more and more complex and diverse and the quality of service routing strategy of software-defined satellite network has become a more and more hot and difficult issue. In this paper, an interval-type-2 fuzzy set routing algorithm is proposed. Firstly, the multi- quality of service routing problem in software-defined satellite network is modeled. Then, the interval-type-2 fuzzy set routing algorithm is proposed to make fuzzy decisions. A series of experiments conducted in Network Simulator (Version 2.35) have proved that the proposed interval type-2 fuzzy set routing algorithm can reduce average delay, increase total throughput and reduce packet drop rate.
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spelling pubmed-85120302021-10-14 Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network Wu, Yang Hu, Guyu Jin, Fenglin Tang, Siqi Sensors (Basel) Article The satellite network plays an increasingly important role in the global communication. With the development of communication technology, quality of service requirements have become more and more complex and diverse and the quality of service routing strategy of software-defined satellite network has become a more and more hot and difficult issue. In this paper, an interval-type-2 fuzzy set routing algorithm is proposed. Firstly, the multi- quality of service routing problem in software-defined satellite network is modeled. Then, the interval-type-2 fuzzy set routing algorithm is proposed to make fuzzy decisions. A series of experiments conducted in Network Simulator (Version 2.35) have proved that the proposed interval type-2 fuzzy set routing algorithm can reduce average delay, increase total throughput and reduce packet drop rate. MDPI 2021-09-23 /pmc/articles/PMC8512030/ /pubmed/34640674 http://dx.doi.org/10.3390/s21196356 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wu, Yang
Hu, Guyu
Jin, Fenglin
Tang, Siqi
Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network
title Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network
title_full Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network
title_fullStr Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network
title_full_unstemmed Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network
title_short Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network
title_sort multi-objective optimisation in multi-qos routing strategy for software-defined satellite network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512030/
https://www.ncbi.nlm.nih.gov/pubmed/34640674
http://dx.doi.org/10.3390/s21196356
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