{"id":"https://openalex.org/W4409796012","doi":"https://doi.org/10.1109/ojcoms.2025.3564411","title":"Probabilistic-Aware Satellite Constellation Scheduling for Integrated TN-NTN Operations","display_name":"Probabilistic-Aware Satellite Constellation Scheduling for Integrated TN-NTN Operations","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409796012","doi":"https://doi.org/10.1109/ojcoms.2025.3564411"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2025.3564411","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3564411","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2025.3564411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094303880","display_name":"Arnau Singla","orcid":"https://orcid.org/0000-0002-8539-3688"},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Arnau Singla","raw_affiliation_strings":["Space Communications Research Group, i2CAT Foundation, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8539-3688","affiliations":[{"raw_affiliation_string":"Space Communications Research Group, i2CAT Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210130845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117308979","display_name":"Isabel Gallardo-Duval","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Isabel Gallardo-Duval","raw_affiliation_strings":["Space Communications Research Group, i2CAT Foundation, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0009-0001-3327-4046","affiliations":[{"raw_affiliation_string":"Space Communications Research Group, i2CAT Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210130845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050152373","display_name":"Anna Calveras","orcid":"https://orcid.org/0000-0001-6371-8595"},"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":"Anna Calveras","raw_affiliation_strings":["Department of Network Engineering, Universitat Polit&#x00E8;cnica de Catalunya, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6371-8595","affiliations":[{"raw_affiliation_string":"Department of Network Engineering, Universitat Polit&#x00E8;cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081269372","display_name":"Juan A. Fraire","orcid":"https://orcid.org/0000-0001-9816-6989"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Juan A. Fraire","raw_affiliation_strings":["Inria, INSA Lyon, CITI, Villeurbanne, France","INSA Lyon, CITI, Inria, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0001-9816-6989","affiliations":[{"raw_affiliation_string":"Inria, INSA Lyon, CITI, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"INSA Lyon, CITI, Inria, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086659759","display_name":"Joan A. Ruiz-de-Azua","orcid":"https://orcid.org/0000-0001-5892-3404"},"institutions":[{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joan A. Ruiz-De-Azua","raw_affiliation_strings":["Space Communications Research Group, i2CAT Foundation, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5892-3404","affiliations":[{"raw_affiliation_string":"Space Communications Research Group, i2CAT Foundation, Barcelona, Spain","institution_ids":["https://openalex.org/I4210130845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":2.4821,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89576903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"3950","last_page":"3963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9995999932289124,"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/T12042","display_name":"Satellite Communication Systems","score":0.9995999932289124,"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/T12449","display_name":"Spacecraft Design and Technology","score":0.9894000291824341,"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/T13553","display_name":"Age of Information Optimization","score":0.9731000065803528,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7017707824707031},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.69967120885849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5969093441963196},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5648639798164368},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5031394362449646},{"id":"https://openalex.org/keywords/satellite-constellation","display_name":"Satellite constellation","score":0.44622910022735596},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3627663850784302},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15621435642242432},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13772419095039368},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11061027646064758},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.09832051396369934},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09712421894073486}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7017707824707031},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.69967120885849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5969093441963196},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5648639798164368},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5031394362449646},{"id":"https://openalex.org/C2779784338","wikidata":"https://www.wikidata.org/wiki/Q967145","display_name":"Satellite constellation","level":3,"score":0.44622910022735596},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3627663850784302},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15621435642242432},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13772419095039368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11061027646064758},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.09832051396369934},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09712421894073486},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ojcoms.2025.3564411","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3564411","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/433570","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/433570","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:HAL:hal-05424596v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05424596","pdf_url":"https://hal.science/hal-05424596v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, 2025, 6, pp.3950-3963. &#x27E8;10.1109/OJCOMS.2025.3564411&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:da9b735b003344ac8a1e764540cc372e","is_oa":true,"landing_page_url":"https://doaj.org/article/da9b735b003344ac8a1e764540cc372e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 6, Pp 3950-3963 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2025.3564411","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3564411","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2542095886","display_name":null,"funder_award_id":"2021 SGR 00330","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G3005324705","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3681454997","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4042783231","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G425668148","display_name":null,"funder_award_id":".13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G586857820","display_name":null,"funder_award_id":"501100011033/FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6849100187","display_name":null,"funder_award_id":"CER-20231018","funder_id":"https://openalex.org/F4320321043","funder_display_name":"Centro para el Desarrollo Tecnol\u00f3gico Industrial"},{"id":"https://openalex.org/G7192139381","display_name":null,"funder_award_id":"2021 SGR 00330","funder_id":"https://openalex.org/F4320321600","funder_display_name":"Departament d'Innovaci\u00f3, Universitats i Empresa, Generalitat de Catalunya"},{"id":"https://openalex.org/G8546569319","display_name":null,"funder_award_id":"PID2023-146378NB-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G912591012","display_name":null,"funder_award_id":"TSI-063000-2021-1-6GSatNet-GS","funder_id":"https://openalex.org/F4320326262","funder_display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321043","display_name":"Centro para el Desarrollo Tecnol\u00f3gico Industrial","ror":"https://ror.org/0124x7055"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320321600","display_name":"Departament d'Innovaci\u00f3, Universitats i Empresa, Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320326262","display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a","ror":"https://ror.org/03sv46s19"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W51088488","https://openalex.org/W1993648484","https://openalex.org/W2603020828","https://openalex.org/W2932313271","https://openalex.org/W3005143520","https://openalex.org/W3005914195","https://openalex.org/W3011164818","https://openalex.org/W3011513520","https://openalex.org/W3018409883","https://openalex.org/W3163052504","https://openalex.org/W3178636644","https://openalex.org/W3189979102","https://openalex.org/W4206176685","https://openalex.org/W4210650904","https://openalex.org/W4230538848","https://openalex.org/W4242249046","https://openalex.org/W4244666394","https://openalex.org/W4285181159","https://openalex.org/W4313159636","https://openalex.org/W4381745749","https://openalex.org/W4383503511","https://openalex.org/W4387730121","https://openalex.org/W4388692887","https://openalex.org/W4390738468","https://openalex.org/W4392024473","https://openalex.org/W4392173729","https://openalex.org/W4393404751","https://openalex.org/W4402978519","https://openalex.org/W4403420267","https://openalex.org/W4407016131","https://openalex.org/W4407017364","https://openalex.org/W4408323606"],"related_works":["https://openalex.org/W2385787340","https://openalex.org/W2394459062","https://openalex.org/W2392670398","https://openalex.org/W4221033466","https://openalex.org/W4224313018","https://openalex.org/W2355913771","https://openalex.org/W2560673277","https://openalex.org/W4225291832","https://openalex.org/W3209202847","https://openalex.org/W2377622301"],"abstract_inverted_index":{"The":[0],"integration":[1],"of":[2,21,112,194,202,212],"satellite-based":[3],"Non-Terrestrial":[4],"Networks":[5],"(NTN)":[6],"with":[7,17,142,167],"terrestrial":[8],"communication":[9],"infrastructures":[10],"introduces":[11],"significant":[12],"challenges,":[13],"especially":[14],"in":[15,30,41,73,205],"coping":[16],"the":[18,82,86,98,110,136,200],"unpredictable":[19],"nature":[20],"traffic":[22,36,58,78,91,195],"generated":[23],"by":[24],"end":[25],"users.":[26],"Traditional":[27],"scheduling":[28,99,159,204],"approaches":[29],"satellite":[31,61,180],"systems":[32],"often":[33],"assume":[34],"deterministic":[35],"models,":[37],"limiting":[38],"their":[39],"effectiveness":[40],"dynamic":[42],"and":[43,67,93,119,126,153,187,209],"data-driven":[44],"scenarios.":[45],"This":[46,130,178,197],"paper":[47],"presents":[48],"a":[49,64,113,123,143,161],"framework":[50],"for":[51,90,174,191],"integrated":[52],"NTN":[53],"operations":[54],"that":[55,157],"incorporates":[56],"stochastic":[57],"modeling":[59],"into":[60,97],"scheduling,":[62],"enabling":[63,206],"more":[65,207],"flexible":[66],"realistic":[68],"approach":[69,132],"to":[70,148,182],"resource":[71],"management":[72],"NTNs.":[74],"By":[75],"leveraging":[76],"statistical":[77],"models":[79],"based":[80],"on":[81],"central":[83],"limit":[84],"theorem,":[85],"proposed":[87],"method":[88],"accounts":[89],"uncertainty":[92,146],"embeds":[94],"it":[95],"directly":[96],"process.":[100],"A":[101],"key":[102],"concept":[103],"introduced":[104],"is":[105,133],"schedule":[106,114],"certainty,":[107],"which":[108],"quantifies":[109],"reliability":[111],"under":[115],"uncertain":[116],"input":[117],"conditions":[118],"serves":[120],"as":[121],"both":[122],"decision":[124],"variable":[125],"an":[127],"optimization":[128],"parameter.":[129],"novel":[131],"exemplified":[134],"through":[135],"Constellation":[137],"Management":[138],"System":[139],"framework,":[140],"extended":[141],"data":[144],"generation":[145],"model":[147],"showcase":[149],"its":[150],"practical":[151],"implementation":[152],"benefits.":[154],"Results":[155],"demonstrate":[156],"probability-aware":[158,203],"achieves":[160],"tightly":[162],"controlled":[163],"certainty":[164,172],"level":[165],"aligned":[166],"operator-defined":[168],"thresholds,":[169],"providing":[170],"higher":[171],"levels":[173,193],"equivalent":[175],"performance":[176],"metrics.":[177],"allows":[179],"operators":[181],"dynamically":[183],"adjust":[184],"service":[185],"coverage":[186],"system":[188],"efficiency,":[189],"accounting":[190],"varying":[192],"uncertainty.":[196],"work":[198],"highlights":[199],"importance":[201],"robust":[208],"efficient":[210],"operation":[211],"future":[213],"satellite-terrestrial":[214],"hybrid":[215],"networks.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-04-26T00:00:00"}
