{"id":"https://openalex.org/W4414539404","doi":"https://doi.org/10.1109/icc52391.2025.11161401","title":"Quantum Adaptive Learning for Coverage Optimization in LEO Satellite Network","display_name":"Quantum Adaptive Learning for Coverage Optimization in LEO Satellite Network","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414539404","doi":"https://doi.org/10.1109/icc52391.2025.11161401"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","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/A5069718263","display_name":"Silvirianti Silvirianti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126406","display_name":"Xuzhou Construction Machinery Group (China)","ror":"https://ror.org/02y5rmj89","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126406"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Silvirianti","raw_affiliation_strings":["University of Québec,École de Technologie Supérieure (ÉTS),Montréal,QC,Canada,H3C 1K3"],"affiliations":[{"raw_affiliation_string":"University of Québec,École de Technologie Supérieure (ÉTS),Montréal,QC,Canada,H3C 1K3","institution_ids":["https://openalex.org/I4210126406"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032243366","display_name":"Georges Kaddoum","orcid":"https://orcid.org/0000-0002-5025-6624"},"institutions":[{"id":"https://openalex.org/I4210126406","display_name":"Xuzhou Construction Machinery Group (China)","ror":"https://ror.org/02y5rmj89","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126406"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Georges Kaddoum","raw_affiliation_strings":["University of Québec,École de Technologie Supérieure (ÉTS),Montréal,QC,Canada,H3C 1K3"],"affiliations":[{"raw_affiliation_string":"University of Québec,École de Technologie Supérieure (ÉTS),Montréal,QC,Canada,H3C 1K3","institution_ids":["https://openalex.org/I4210126406"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069718263"],"corresponding_institution_ids":["https://openalex.org/I4210126406"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35559608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2382","last_page":"2387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9383999705314636,"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":0.9383999705314636,"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/scheme","display_name":"Scheme (mathematics)","score":0.6384999752044678},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5103999972343445},{"id":"https://openalex.org/keywords/satellite-constellation","display_name":"Satellite constellation","score":0.5051000118255615},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.5012000203132629},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.49320000410079956},{"id":"https://openalex.org/keywords/low-earth-orbit","display_name":"Low earth orbit","score":0.4235000014305115},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.3869999945163727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727400004863739},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6384999752044678},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5103999972343445},{"id":"https://openalex.org/C2779784338","wikidata":"https://www.wikidata.org/wiki/Q967145","display_name":"Satellite constellation","level":3,"score":0.5051000118255615},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.5012000203132629},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.49320000410079956},{"id":"https://openalex.org/C3018325918","wikidata":"https://www.wikidata.org/wiki/Q663611","display_name":"Low earth orbit","level":3,"score":0.4235000014305115},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39879998564720154},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3772999942302704},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.37610000371932983},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.34610000252723694},{"id":"https://openalex.org/C121308736","wikidata":"https://www.wikidata.org/wiki/Q149918","display_name":"Communications satellite","level":3,"score":0.32420000433921814},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3057999908924103},{"id":"https://openalex.org/C2778027091","wikidata":"https://www.wikidata.org/wiki/Q25346003","display_name":"Satellite system","level":4,"score":0.27950000762939453},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27059999108314514},{"id":"https://openalex.org/C2987015589","wikidata":"https://www.wikidata.org/wiki/Q1040098","display_name":"Learning network","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.26100000739097595}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc52391.2025.11161401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:32919","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Non \u00e9valu\u00e9 par les pairs"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2959720248","https://openalex.org/W2982169647","https://openalex.org/W3092605402","https://openalex.org/W3137023741","https://openalex.org/W3187237685","https://openalex.org/W4210250788","https://openalex.org/W4220747861","https://openalex.org/W4285049557","https://openalex.org/W4285245297","https://openalex.org/W4286432905","https://openalex.org/W4289792779","https://openalex.org/W4322576363","https://openalex.org/W4384916119","https://openalex.org/W4387730121","https://openalex.org/W4402156281"],"related_works":[],"abstract_inverted_index":{"A":[0],"broader":[1],"coverage":[2,40,99,186,225],"of":[3,14,25,66,101,114,156,194,202],"low":[4,108,142],"earth":[5],"orbit":[6],"(LEO)":[7],"satellite":[8,105],"networks":[9,106],"has":[10],"been":[11],"an":[12],"object":[13],"research":[15],"interest":[16,27],"in":[17,34,74],"recent":[18],"years":[19],"and":[20,31,57,63,117,126,136,161,175,210,229],"will":[21],"remain":[22],"to":[23,28,70,80,82,130,169,183],"be":[24,71],"keen":[26],"both":[29],"start-ups":[30],"established":[32],"companies":[33],"the":[35,46,64,85,132,150,166,171,191,195,217],"future.":[36],"However,":[37],"achieving":[38,223],"optimal":[39],"remains":[41],"a":[42,75,89,95,127,146],"challenge":[43],"today,":[44],"as":[45,94],"satellites":[47,160],"dynamically":[48],"move":[49],"along":[50],"their":[51,176],"orbit,":[52],"requiring":[53],"frequent":[54,61],"constellation":[55,173],"size":[56,174],"beamsteering":[58,178],"adjustments.":[59],"Such":[60],"adjustments":[62],"number":[65],"variables":[67],"that":[68,216],"need":[69],"optimized":[72],"result":[73],"high":[76],"computational":[77,109,143],"complexity.":[78,144],"Aiming":[79],"attend":[81],"these":[83],"concerns,":[84],"present":[86],"study":[87,147],"proposes":[88],"quantum":[90,115,124,203],"adaptive":[91,118,211],"learning":[92,133,205],"(QAL)":[93],"potential":[96],"solution":[97],"for":[98,138],"optimization":[100],"stochastic":[102],"geometry-based":[103],"LEO":[104],"with":[107,141,200],"complexity":[110],"by":[111,222],"taking":[112],"advantage":[113],"computing":[116,125],"learning.":[119],"The":[120,213],"QAL":[121,167,196,219],"scheme":[122,168,197],"utilizes":[123],"feedback":[128,209],"mechanism":[129],"improve":[131],"network":[134],"design":[135],"parameters":[137],"higher":[139,224,227],"accuracy":[140],"As":[145],"case,":[148],"considering":[149],"binomial":[151],"point":[152],"process":[153],"(BPP)":[154],"distribution":[155],"contact":[157],"distance":[158],"between":[159],"user":[162],"terminals,":[163],"we":[164],"use":[165],"optimize":[170],"satellites'":[172],"corresponding":[177],"at":[179],"each":[180],"time":[181],"step":[182],"achieve":[184],"maximum":[185],"probability.":[187],"To":[188],"evaluate":[189],"performance,":[190],"simulation":[192],"results":[193,214],"are":[198],"compared":[199],"those":[201],"machine":[204],"(QML),":[206],"which":[207],"lacks":[208],"mechanisms.":[212],"show":[215],"proposed":[218],"outperforms":[220],"QML":[221],"probability,":[226],"accuracy,":[228],"faster":[230],"convergence.":[231]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}