{"id":"https://openalex.org/W7117450858","doi":"https://doi.org/10.1109/jiot.2025.3648821","title":"Modified Pareto Strength Ant Colony Optimization for L-Band Digital Aeronautical Communication System Cell Planning","display_name":"Modified Pareto Strength Ant Colony Optimization for L-Band Digital Aeronautical Communication System Cell Planning","publication_year":2025,"publication_date":"2025-12-29","ids":{"openalex":"https://openalex.org/W7117450858","doi":"https://doi.org/10.1109/jiot.2025.3648821"},"language":null,"primary_location":{"id":"doi:10.1109/jiot.2025.3648821","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3648821","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5082795143","display_name":"Siqi Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Siqi Huang","raw_affiliation_strings":["State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121489850","display_name":"Yanbo Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbo Zhu","raw_affiliation_strings":["State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010391671","display_name":"Kaikai Guo","orcid":"https://orcid.org/0000-0002-4219-5171"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Guo","raw_affiliation_strings":["State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121513998","display_name":"Zhipeng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Wang","raw_affiliation_strings":["State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CNS/ATM, School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089750871","display_name":"Yudong Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yudong Ma","raw_affiliation_strings":["State Key Laboratory of CNS/ATM, School of Artificial Intelligence, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CNS/ATM, School of Artificial Intelligence, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082795143"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58459307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"7","first_page":"14238","last_page":"14249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.7875000238418579,"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"}},"topics":[{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.7875000238418579,"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"}},{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.04740000143647194,"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/T11489","display_name":"Air Traffic Management and Optimization","score":0.033399999141693115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6200000047683716},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6184999942779541},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.6171000003814697},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6155999898910522},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5367000102996826},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.47929999232292175},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.47760000824928284},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.4009999930858612},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3962000012397766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580999732017517},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6200000047683716},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6184999942779541},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.6171000003814697},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6155999898910522},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5367000102996826},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.47929999232292175},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.47760000824928284},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4009999930858612},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3962000012397766},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.38850000500679016},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.375},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36419999599456787},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.35120001435279846},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.3440999984741211},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.329800009727478},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.3215000033378601},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31470000743865967},{"id":"https://openalex.org/C2776777543","wikidata":"https://www.wikidata.org/wiki/Q1361182","display_name":"Air traffic management","level":3,"score":0.3091999888420105},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2750000059604645},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.25999999046325684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3648821","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3648821","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6026846170425415,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1990615192","https://openalex.org/W2001824811","https://openalex.org/W2014426727","https://openalex.org/W2031261259","https://openalex.org/W2102494690","https://openalex.org/W2125725268","https://openalex.org/W2132228824","https://openalex.org/W2143547857","https://openalex.org/W2321579719","https://openalex.org/W2597152789","https://openalex.org/W2602726343","https://openalex.org/W2609227675","https://openalex.org/W2763185143","https://openalex.org/W2798658950","https://openalex.org/W2885519071","https://openalex.org/W2896834367","https://openalex.org/W2898916596","https://openalex.org/W2899701084","https://openalex.org/W2944465621","https://openalex.org/W3028517753","https://openalex.org/W3120277564","https://openalex.org/W3201546649","https://openalex.org/W4285189951","https://openalex.org/W4376605460","https://openalex.org/W4398250199","https://openalex.org/W4399485357","https://openalex.org/W4399970676","https://openalex.org/W4400072632","https://openalex.org/W4405520604","https://openalex.org/W4409882788"],"related_works":[],"abstract_inverted_index":{"The":[0,80,140],"L-band":[1],"digital":[2],"aeronautical":[3],"communication":[4],"system":[5],"(LDACS)":[6],"is":[7,65],"a":[8,33,89,106,145,169,178],"crucial":[9],"advancement":[10],"designed":[11],"to":[12,44,67,104,154,160],"support":[13],"the":[14,46,69,77,95,100,126],"increasing":[15],"demand":[16],"for":[17,38,173,182],"air":[18],"traffic":[19],"management":[20],"and":[21,25,88,97,118,138,150],"ensure":[22],"safety,":[23],"efficiency,":[24],"reliability":[26],"in":[27,41,76],"aviation":[28],"operations.":[29],"This":[30,164],"paper":[31],"addresses":[32],"bi-objective":[34],"cell":[35],"planning":[36,171],"problem":[37],"LDACS":[39],"deployment":[40,78,158],"China,":[42],"aiming":[43],"minimize":[45],"number":[47],"of":[48,82,99,109,186],"ground":[49],"stations":[50],"(GSs)":[51],"while":[52],"maximizing":[53],"network":[54],"coverage.":[55],"A":[56],"Modified":[57],"Pareto":[58,71,142],"Strength":[59],"Ant":[60],"Colony":[61],"Optimization":[62],"(MPSACO)":[63],"method":[64],"proposed":[66],"derive":[68],"nondominated":[70],"front,":[72],"facilitating":[73],"better":[74],"decision-making":[75],"process.":[79],"incorporation":[81],"an":[83,156],"adaptive":[84],"heuristic":[85],"information":[86],"operator":[87],"local":[90],"search":[91],"strategy":[92],"enhance":[93],"both":[94],"exploration":[96],"exploitation":[98],"search,":[101],"supporting":[102],"MPSACO":[103,123],"generate":[105],"diverse":[107],"set":[108],"Pareto-optimal":[110],"solutions.":[111],"Simulations":[112],"based":[113],"on":[114],"real-world":[115],"candidate":[116],"locations":[117],"air-route":[119],"data":[120],"demonstrate":[121],"that":[122],"consistently":[124],"outperforms":[125],"state-of-the-art":[127],"multi-objective":[128],"optimization":[129,180],"methods":[130],"across":[131],"key":[132],"metrics":[133],"such":[134],"as":[135],"hypervolume,":[136],"uniformity":[137],"dominance.":[139],"obtained":[141],"front":[143],"provides":[144],"clear":[146],"trade-off":[147],"between":[148],"coverage":[149],"cost,":[151],"enabling":[152],"decision-makers":[153],"select":[155],"efficient":[157],"according":[159],"specific":[161],"operational":[162],"priorities.":[163],"work":[165],"not":[166],"only":[167],"delivers":[168],"practical":[170],"tool":[172],"LDACS,":[174],"but":[175],"also":[176],"establishes":[177],"generalizable":[179],"framework":[181],"large-scale,":[183],"safety-critical":[184],"Internet":[185],"Things":[187],"(IoT)":[188],"infrastructure":[189],"deployment.":[190]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-12-29T00:00:00"}
