A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures

This is a copy of the author 's final draft version of an article published in the journal Soft computing. The final publication is available at Springer via http://dx.doi.org/10.1007/s00500-015-1663-z

Detalles Bibliográficos
Autores: Oda, Tetsuya, Elmazi, Donald, Barolli, Admir, Sakamoto, Shinji, Barolli, Leonard, Xhafa Xhafa, Fatos|||0000-0001-6569-5497
Tipo de recurso: artículo
Fecha de publicación:2016
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/100749
Acceso en línea:https://hdl.handle.net/2117/100749
https://dx.doi.org/10.1007/s00500-015-1663-z
Access Level:acceso abierto
Palabra clave:Wireless communication systems
Computer algorithms
Computer network protocols
Wireless mesh networks
Genetic algorithms
ns-3
OLSR
HWMP
Giant component
User coverage
Comunicació sense fil, Sistemes de
Algorismes genètics
Protocols de xarxes d'ordinadors
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors
Àrees temàtiques de la UPC::Informàtica
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network_acronym_str ES
network_name_str España
repository_id_str
spelling A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architecturesOda, TetsuyaElmazi, DonaldBarolli, AdmirSakamoto, ShinjiBarolli, LeonardXhafa Xhafa, Fatos|||0000-0001-6569-5497Wireless communication systemsComputer algorithmsComputer network protocolsWireless mesh networksGenetic algorithmsns-3OLSRHWMPGiant componentUser coverageComunicació sense fil, Sistemes deAlgorismes genèticsProtocols de xarxes d'ordinadorsÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadorsÀrees temàtiques de la UPC::InformàticaThis is a copy of the author 's final draft version of an article published in the journal Soft computing. The final publication is available at Springer via http://dx.doi.org/10.1007/s00500-015-1663-zWireless mesh networks (WMNs) are attracting a lot of attention from wireless network researchers. Node placement problems have been investigated for a long time in the optimization field due to numerous applications in location science. In our previous work, we evaluated WMN-GA system which is based on genetic algorithms (GAs) to find an optimal location assignment for mesh routers. In this paper, we evaluate the performance of four different distributions of mesh clients for two WMN architectures considering throughput, delay and energy metrics. For simulations, we used ns-3, optimized link state routing (OLSR) and hybrid wireless mesh protocols (HWMP). We compare the performance for Normal, Uniform, Exponential and Weibull distributions of mesh clients by sending multiple constant bit rate flows in the network. The simulation results show that for HWM protocol the throughput of Uniform distribution is higher than other distributions. However, for OLSR protocol, the throughput of Exponential distribution is better than other distributions. For both protocols, the delay and remaining energy are better for Weibull distribution.Peer ReviewedSpringer20162016-07-0120172017-02-09journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/100749https://dx.doi.org/10.1007/s00500-015-1663-zreponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/1007492026-05-27T15:37:01Z
dc.title.none.fl_str_mv A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
title A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
spellingShingle A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
Oda, Tetsuya
Wireless communication systems
Computer algorithms
Computer network protocols
Wireless mesh networks
Genetic algorithms
ns-3
OLSR
HWMP
Giant component
User coverage
Comunicació sense fil, Sistemes de
Algorismes genètics
Protocols de xarxes d'ordinadors
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors
Àrees temàtiques de la UPC::Informàtica
title_short A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
title_full A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
title_fullStr A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
title_full_unstemmed A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
title_sort A genetic algorithm-based system for Wireless Mesh Networks: analysis of system data considering different routing protocols and architectures
dc.creator.none.fl_str_mv Oda, Tetsuya
Elmazi, Donald
Barolli, Admir
Sakamoto, Shinji
Barolli, Leonard
Xhafa Xhafa, Fatos|||0000-0001-6569-5497
author Oda, Tetsuya
author_facet Oda, Tetsuya
Elmazi, Donald
Barolli, Admir
Sakamoto, Shinji
Barolli, Leonard
Xhafa Xhafa, Fatos|||0000-0001-6569-5497
author_role author
author2 Elmazi, Donald
Barolli, Admir
Sakamoto, Shinji
Barolli, Leonard
Xhafa Xhafa, Fatos|||0000-0001-6569-5497
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Wireless communication systems
Computer algorithms
Computer network protocols
Wireless mesh networks
Genetic algorithms
ns-3
OLSR
HWMP
Giant component
User coverage
Comunicació sense fil, Sistemes de
Algorismes genètics
Protocols de xarxes d'ordinadors
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors
Àrees temàtiques de la UPC::Informàtica
topic Wireless communication systems
Computer algorithms
Computer network protocols
Wireless mesh networks
Genetic algorithms
ns-3
OLSR
HWMP
Giant component
User coverage
Comunicació sense fil, Sistemes de
Algorismes genètics
Protocols de xarxes d'ordinadors
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors
Àrees temàtiques de la UPC::Informàtica
description This is a copy of the author 's final draft version of an article published in the journal Soft computing. The final publication is available at Springer via http://dx.doi.org/10.1007/s00500-015-1663-z
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-07-01
2017
2017-02-09
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/100749
https://dx.doi.org/10.1007/s00500-015-1663-z
url https://hdl.handle.net/2117/100749
https://dx.doi.org/10.1007/s00500-015-1663-z
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300719

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