{"id":"https://openalex.org/W4317418805","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012952","title":"PSO-OLSR: A Particle Swarm Optimization based Proactive Routing Protocol for UAV Networks","display_name":"PSO-OLSR: A Particle Swarm Optimization based Proactive Routing Protocol for UAV Networks","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4317418805","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012952"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2022-fall57202.2022.10012952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012952","pdf_url":null,"source":{"id":"https://openalex.org/S4363607792","display_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"},"type":"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/A5080163769","display_name":"Fatima Zahra Rabahi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fatima Zahra Rabahi","raw_affiliation_strings":["L2TI, Institut Galil&#x00E9;e, Universit&#x00E9; Sorbonne Paris Nord,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L2TI, Institut Galil&#x00E9;e, Universit&#x00E9; Sorbonne Paris Nord,France","institution_ids":["https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066189034","display_name":"Sa\u00e2di Boudjit","orcid":"https://orcid.org/0000-0001-6061-1696"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Saadi Boudjit","raw_affiliation_strings":["L2TI, Institut Galil&#x00E9;e, Universit&#x00E9; Sorbonne Paris Nord,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L2TI, Institut Galil&#x00E9;e, Universit&#x00E9; Sorbonne Paris Nord,France","institution_ids":["https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036253585","display_name":"Nour El Houda Bahloul","orcid":null},"institutions":[{"id":"https://openalex.org/I158447531","display_name":"Altran (France)","ror":"https://ror.org/04qhpqj38","country_code":"FR","type":"company","lineage":["https://openalex.org/I158447531"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nour El Houda Bahloul","raw_affiliation_strings":["Altim Consulting,France","Altim Consulting, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Altim Consulting,France","institution_ids":["https://openalex.org/I158447531"]},{"raw_affiliation_string":"Altim Consulting, France","institution_ids":["https://openalex.org/I158447531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047844409","display_name":"Soufiene Djahel","orcid":"https://orcid.org/0000-0002-1286-7037"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Soufiene Djahel","raw_affiliation_strings":["Manchester Metropolitan University,UK","Manchester Metropolitan University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University,UK","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"Manchester Metropolitan University, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070466637","display_name":"ChemsEddine Bemmoussat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163438","display_name":"Universit\u00e9 de ain T\u00e9mouchent","ror":"https://ror.org/05ckyqt97","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210163438"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"ChemsEddine Bemmoussat","raw_affiliation_strings":["University of Ain T&#x00E9;mouchent,STIC,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ain T&#x00E9;mouchent,STIC,Algeria","institution_ids":["https://openalex.org/I4210163438"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6358,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86668928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/optimized-link-state-routing-protocol","display_name":"Optimized Link State Routing Protocol","score":0.7843555212020874},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7441236972808838},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.735394299030304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7070504426956177},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5901584029197693},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5808079242706299},{"id":"https://openalex.org/keywords/ad-hoc-wireless-distribution-service","display_name":"Ad hoc wireless distribution service","score":0.5335536599159241},{"id":"https://openalex.org/keywords/wireless-routing-protocol","display_name":"Wireless Routing Protocol","score":0.5323641300201416},{"id":"https://openalex.org/keywords/zone-routing-protocol","display_name":"Zone Routing Protocol","score":0.5314202308654785},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.5096538066864014},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4886687099933624},{"id":"https://openalex.org/keywords/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.45114442706108093},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.44156578183174133},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.438882440328598},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43129763007164},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09316781163215637},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.09286201000213623},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07596242427825928},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07192212343215942}],"concepts":[{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.7843555212020874},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7441236972808838},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.735394299030304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7070504426956177},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5901584029197693},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5808079242706299},{"id":"https://openalex.org/C190526755","wikidata":"https://www.wikidata.org/wiki/Q4678071","display_name":"Ad hoc wireless distribution service","level":5,"score":0.5335536599159241},{"id":"https://openalex.org/C47318570","wikidata":"https://www.wikidata.org/wiki/Q8026863","display_name":"Wireless Routing Protocol","level":4,"score":0.5323641300201416},{"id":"https://openalex.org/C189884158","wikidata":"https://www.wikidata.org/wiki/Q8073926","display_name":"Zone Routing Protocol","level":5,"score":0.5314202308654785},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5096538066864014},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4886687099933624},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.45114442706108093},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.44156578183174133},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.438882440328598},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43129763007164},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09316781163215637},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09286201000213623},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07596242427825928},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07192212343215942},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2022-fall57202.2022.10012952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012952","pdf_url":null,"source":{"id":"https://openalex.org/S4363607792","display_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1549535141","https://openalex.org/W1996783115","https://openalex.org/W2102258543","https://openalex.org/W2152195021","https://openalex.org/W2289259401","https://openalex.org/W2510304238","https://openalex.org/W2571149404","https://openalex.org/W2792331782","https://openalex.org/W2811156907","https://openalex.org/W2886699371","https://openalex.org/W2955809904","https://openalex.org/W2985101306","https://openalex.org/W2990088730","https://openalex.org/W2995383305","https://openalex.org/W3010653657","https://openalex.org/W3044921708","https://openalex.org/W3082280594","https://openalex.org/W3092380294","https://openalex.org/W3096790308","https://openalex.org/W3175821757","https://openalex.org/W3195801117","https://openalex.org/W4220918649"],"related_works":["https://openalex.org/W2153238122","https://openalex.org/W1984869556","https://openalex.org/W2160109169","https://openalex.org/W2144907052","https://openalex.org/W2055056424","https://openalex.org/W2139978795","https://openalex.org/W2556085376","https://openalex.org/W2533666456","https://openalex.org/W2162575280","https://openalex.org/W2126215413"],"abstract_inverted_index":{"The":[0,180],"application":[1,43],"spectrum":[2],"of":[3,44,65,116,190],"Unmanned":[4],"Aerial":[5],"Vehicles":[6],"(UAVs)":[7],"has":[8,169],"been":[9,170],"expanding":[10],"rapidly":[11],"in":[12,20,46,188],"recent":[13],"years,":[14],"beyond":[15],"their":[16,141,146],"intended":[17],"original":[18],"use":[19],"the":[21,42,56,80,111,119,159,163,177],"military":[22],"sector,":[23],"to":[24,49,55,74,77,105,126,132,137,157],"target":[25],"many":[26],"strategic":[27],"civilian":[28],"sectors":[29],"such":[30],"as":[31,69],"agriculture,":[32],"rescues,":[33],"surveillance":[34],"etc.":[35],"In":[36,60],"this":[37,61,90],"paper,":[38],"we":[39,92],"focus":[40],"on":[41,79],"UAVs":[45,66,131,160],"disaster":[47],"scenarios":[48],"provide":[50,75],"efficient":[51],"and":[52,82,107,145,174,194],"rapid":[53],"alternative":[54],"damaged":[57],"communication":[58,85],"infrastructure.":[59],"context,":[62],"a":[63,70,94,149],"swarm":[64],"is":[67,124,155],"deployed":[68,164],"wireless":[71],"mesh":[72,112,165],"network":[73],"connectivity":[76,109,161],"users":[78],"ground":[81],"ensure":[83],"real-time":[84],"between":[86],"rescue":[87],"teams.":[88],"To":[89],"end,":[91],"proposed":[93],"new":[95],"routing":[96],"protocol,":[97],"named":[98],"Particle":[99,150],"Swarm":[100,151],"Optimization":[101,152],"enabled":[102],"OLSR":[103,123,187],"(PSO-OLSR)":[104],"create":[106],"maintain":[108,158],"within":[110,162],"network.":[113,166],"PSO-OLSR":[114,185],"consists":[115],"three":[117],"phases;":[118],"initialization":[120],"phase":[121],"where":[122],"used":[125],"compute":[127],"routes":[128],"that":[129,184],"enable":[130],"operate":[133],"collaboratively.":[134],"Afterwards,":[135],"due":[136],"UAVs\u2019":[138],"high":[139],"speeds,":[140],"dynamically":[142],"changing":[143],"topologies,":[144],"three-dimensional":[147],"mobility,":[148],"(PSO)":[153],"model":[154],"designed":[156],"PSO-OLSR\u2019s":[167],"performance":[168],"evaluated":[171],"through":[172],"simulation":[173],"compared":[175],"against":[176],"legacy":[178],"OLSR.":[179],"obtained":[181],"results":[182],"show":[183],"outperforms":[186],"terms":[189],"packet":[191],"delivery":[192],"ratio":[193],"end-to-end":[195],"delay.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
