{"id":"https://openalex.org/W1590708267","doi":"https://doi.org/10.1109/cisis.2015.86","title":"A GA-Based Simulation System for WMNs: Performance Analysis for Different WMN Architectures Considering TCP and OLSR Protocols","display_name":"A GA-Based Simulation System for WMNs: Performance Analysis for Different WMN Architectures Considering TCP and OLSR Protocols","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1590708267","doi":"https://doi.org/10.1109/cisis.2015.86","mag":"1590708267"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisis.2015.86","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025216328","display_name":"Admir Barolli","orcid":"https://orcid.org/0000-0002-9249-3265"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Admir Barolli","raw_affiliation_strings":["DI - Univ. of Salerno, Fisciano, Italy"],"affiliations":[{"raw_affiliation_string":"DI - Univ. of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086581662","display_name":"Tetsuya Oda","orcid":"https://orcid.org/0000-0001-6306-1976"},"institutions":[{"id":"https://openalex.org/I100722782","display_name":"Fukuoka Institute of Technology","ror":"https://ror.org/00bmxak18","country_code":"JP","type":"education","lineage":["https://openalex.org/I100722782"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tetsuya Oda","raw_affiliation_strings":["[Grad. Sch. of Eng., Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan]"],"affiliations":[{"raw_affiliation_string":"[Grad. Sch. of Eng., Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan]","institution_ids":["https://openalex.org/I100722782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033144376","display_name":"Leonard Barolli","orcid":"https://orcid.org/0000-0001-9069-0460"},"institutions":[{"id":"https://openalex.org/I100722782","display_name":"Fukuoka Institute of Technology","ror":"https://ror.org/00bmxak18","country_code":"JP","type":"education","lineage":["https://openalex.org/I100722782"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Leonard Barolli","raw_affiliation_strings":["Dept. of Inf. & Commun. Eng, Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Inf. & Commun. Eng, Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan","institution_ids":["https://openalex.org/I100722782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007964745","display_name":"Fatos Xhafa","orcid":"https://orcid.org/0000-0001-6569-5497"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fatos Xhafa","raw_affiliation_strings":["Dept. of Languages & Inf. Syst., Tech. Univ. of Catalonia, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Languages & Inf. Syst., Tech. Univ. of Catalonia, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036423849","display_name":"Vincenzo Loia","orcid":"https://orcid.org/0000-0003-4807-8942"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Loia","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy#TAB#","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065583723","display_name":"Kazunori Uchida","orcid":null},"institutions":[{"id":"https://openalex.org/I100722782","display_name":"Fukuoka Institute of Technology","ror":"https://ror.org/00bmxak18","country_code":"JP","type":"education","lineage":["https://openalex.org/I100722782"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazunori Uchida","raw_affiliation_strings":["Dept. of Inf. & Commun. Eng, Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Inf. & Commun. Eng, Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan","institution_ids":["https://openalex.org/I100722782"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":66},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"63"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Ad Hoc Wireless Networks Research","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10246","display_name":"Ad Hoc Wireless Networks Research","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Delay-Tolerant Networking in Mobile Ad Hoc Networks","score":0.9846,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks and Communications","score":0.9806,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wireless-mesh-networks","display_name":"Wireless Mesh Networks","score":0.632679},{"id":"https://openalex.org/keywords/security-in-wireless-networks","display_name":"Security in Wireless Networks","score":0.552377},{"id":"https://openalex.org/keywords/multi-hop-wireless-routing","display_name":"Multi-hop Wireless Routing","score":0.534672},{"id":"https://openalex.org/keywords/opportunistic-routing","display_name":"Opportunistic Routing","score":0.520524},{"id":"https://openalex.org/keywords/mobile-ad-hoc-networks","display_name":"Mobile Ad Hoc Networks","score":0.520055},{"id":"https://openalex.org/keywords/ieee-802.11s","display_name":"IEEE 802.11s","score":0.41185454},{"id":"https://openalex.org/keywords/mesh-networking","display_name":"Mesh networking","score":0.4117695}],"concepts":[{"id":"https://openalex.org/C31548570","wikidata":"https://www.wikidata.org/wiki/Q6453712","display_name":"Wireless mesh network","level":4,"score":0.9002707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213749},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6695895},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5708746},{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.5308788},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.52904624},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.51472384},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.48563734},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.47732455},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.4329578},{"id":"https://openalex.org/C124255616","wikidata":"https://www.wikidata.org/wiki/Q7100423","display_name":"Order One Network Protocol","level":5,"score":0.43019927},{"id":"https://openalex.org/C31533079","wikidata":"https://www.wikidata.org/wiki/Q180122","display_name":"IEEE 802.11s","level":5,"score":0.41185454},{"id":"https://openalex.org/C123691950","wikidata":"https://www.wikidata.org/wiki/Q25552104","display_name":"Mesh networking","level":3,"score":0.4117695},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.3975898},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.27150363},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.26487225},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.22286332},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06800726},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisis.2015.86","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.43,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1549535141","https://openalex.org/W1967996014","https://openalex.org/W1988724604","https://openalex.org/W2016381133","https://openalex.org/W2037981733","https://openalex.org/W2052342016","https://openalex.org/W2080659305","https://openalex.org/W2091822809","https://openalex.org/W2116563072","https://openalex.org/W2117387456","https://openalex.org/W2118651921","https://openalex.org/W2129691081","https://openalex.org/W2138243584","https://openalex.org/W2162989656","https://openalex.org/W2164348272","https://openalex.org/W24214201","https://openalex.org/W2531958081"],"related_works":["https://openalex.org/W603211010","https://openalex.org/W2810292777","https://openalex.org/W2364844863","https://openalex.org/W2088748318","https://openalex.org/W2087537623","https://openalex.org/W2079044140","https://openalex.org/W2056624217","https://openalex.org/W2016519881","https://openalex.org/W2003342631","https://openalex.org/W1572406879"],"abstract_inverted_index":{"Wireless":[0],"Mesh":[1],"Networks":[2],"(WMNs)":[3],"are":[4],"attracting":[5],"a":[6,21],"lot":[7],"of":[8,66,70,105],"attention":[9],"from":[10],"wireless":[11],"network":[12],"researchers.":[13],"Node":[14],"placement":[15,55],"problems":[16],"have":[17],"been":[18],"investigated":[19],"for":[20,53,73,100,130,140,154,163],"long":[22],"time":[23],"in":[24,32,57,116],"the":[25,64,98,117,124,128,136,150,159],"optimization":[26],"field":[27],"due":[28],"to":[29],"numerous":[30],"applications":[31],"location":[33],"science.":[34],"In":[35,59],"our":[36],"previous":[37],"work,":[38],"we":[39,62,86],"implemented":[40],"WMN-GA":[41],"system":[42],"which":[43],"is":[44,126,138,152,161],"based":[45],"on":[46],"Genetic":[47],"Algorithms":[48],"(GAs)":[49],"and":[50,81,94,102,133,143],"used":[51,87],"it":[52],"node":[54],"problem":[56],"WMNs.":[58],"this":[60],"paper,":[61],"evaluate":[63],"performance":[65,99],"two":[67,74],"different":[68],"distributions":[69,104,132],"mesh":[71,106],"clients":[72,107],"WMN":[75,145,156],"architectures":[76],"considering":[77],"PDR,":[78],"throughput,":[79],"delay":[80,151],"energy":[82,160],"metrics.":[83],"For":[84,147],"simulations,":[85],"ns-3,":[88],"Optimized":[89],"Link":[90],"State":[91],"Routing":[92],"(OLSR)":[93],"TCP.":[95],"We":[96],"compare":[97],"normal":[101,141],"uniform":[103,164],"by":[108],"sending":[109],"multiple":[110],"Constant":[111],"Bit":[112],"Rate":[113],"(CBR)":[114],"flows":[115],"network.":[118],"The":[119],"simulation":[120],"results":[121],"show":[122],"that":[123],"PDR":[125],"almost":[127],"same":[129],"both":[131,148],"architecture.":[134,146,157],"However,":[135],"throughput":[137],"better":[139,153,162],"distribution":[142],"Hybrid":[144,155],"distributions,":[149],"But,":[158],"distribution.":[165]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1590708267","counts_by_year":[],"updated_date":"2024-09-26T16:16:09.598231","created_date":"2016-06-24"}
