{"id":"https://openalex.org/W7128741032","doi":"https://doi.org/10.1109/tmc.2026.3664182","title":"Joint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient Cube-Satellite Networks","display_name":"Joint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient Cube-Satellite Networks","publication_year":2026,"publication_date":"2026-02-12","ids":{"openalex":"https://openalex.org/W7128741032","doi":"https://doi.org/10.1109/tmc.2026.3664182"},"language":null,"primary_location":{"id":"doi:10.1109/tmc.2026.3664182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2026.3664182","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","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/A5121801423","display_name":"Soohyun Park","orcid":null},"institutions":[{"id":"https://openalex.org/I31766871","display_name":"Sookmyung Women's University","ror":"https://ror.org/00vvvt117","country_code":"KR","type":"education","lineage":["https://openalex.org/I31766871"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soohyun Park","raw_affiliation_strings":["Division of Computer Science, Sookmyung Women&#x2019;s University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6556-9746","affiliations":[{"raw_affiliation_string":"Division of Computer Science, Sookmyung Women&#x2019;s University, Seoul, South Korea","institution_ids":["https://openalex.org/I31766871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037294357","display_name":"Gyu Seon Kim","orcid":"https://orcid.org/0000-0002-5559-9749"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyu Seon Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5559-9749","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039532704","display_name":"Soyi Jung","orcid":"https://orcid.org/0000-0001-8435-0646"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soyi Jung","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Ajou University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-8435-0646","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Ajou University, Suwon, South Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125750063","display_name":"Zhu Han","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":null,"display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2126-768X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"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":0.22403131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"7","first_page":"10385","last_page":"10401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9196000099182129,"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":0.9196000099182129,"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":0.015599999576807022,"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/T12449","display_name":"Spacecraft Design and Technology","score":0.014499999582767487,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8210999965667725},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5641000270843506},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.45329999923706055},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.40459999442100525},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.3944999873638153},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.38109999895095825},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.3756999969482422},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.36039999127388},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3472999930381775}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8210999965667725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7915999889373779},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5641000270843506},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.45329999923706055},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.40459999442100525},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3824000060558319},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.38109999895095825},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3756999969482422},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36149999499320984},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.36039999127388},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3472999930381775},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.3319000005722046},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.29120001196861267},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C188116033","wikidata":"https://www.wikidata.org/wiki/Q2664563","display_name":"Q-learning","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C121308736","wikidata":"https://www.wikidata.org/wiki/Q149918","display_name":"Communications satellite","level":3,"score":0.26579999923706055},{"id":"https://openalex.org/C196644772","wikidata":"https://www.wikidata.org/wiki/Q3884964","display_name":"Orbit (dynamics)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.257099986076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2563999891281128},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2026.3664182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2026.3664182","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2132085261","display_name":null,"funder_award_id":"RS-2024-00359235","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Satellites":[0,21],"have":[1,23],"been":[2,24],"envisioned":[3],"as":[4],"primary":[5],"non-terrestrial":[6],"networks":[7],"capable":[8],"of":[9,64],"seamless":[10],"global":[11,75],"network":[12,76,209],"and":[13,39,48,167,205],"surveillance":[14],"services.":[15],"Among":[16],"various":[17],"satellite":[18],"types,":[19],"Cube":[20],"(CubeSats)":[22],"actively":[25],"researched":[26],"because":[27],"multiple":[28,79],"CubeSats":[29,45,93],"can":[30],"be":[31,171],"conveniently":[32],"positioned":[33],"in":[34,40,71,194,201],"a":[35,56,84,122,127,145],"target":[36],"orbit":[37],"simultaneously":[38],"proximity":[41],"to":[42,54,73,139],"Earth.":[43],"However,":[44],"are":[46,51],"small-scale,":[47],"thus,":[49],"they":[50],"not":[52],"able":[53],"accommodate":[55],"sizable":[57],"battery,":[58],"imposing":[59],"constraints":[60],"on":[61,149],"the":[62,156,184],"duration":[63],"their":[65],"mission.":[66],"Considering":[67],"this":[68,81],"energy":[69,176],"limitation,":[70],"order":[72],"realize":[74,140],"services":[77],"using":[78,112],"CubeSats,":[80],"paper":[82],"proposes":[83],"novel":[85,128],"two-stage":[86],"Reinforcement":[87],"Learning":[88],"(RL)":[89],"algorithm":[90,132,186],"for":[91,98,106,117,133,174],"energy-efficient":[92],"where":[94],"RL":[95,131],"is":[96,110,137,160],"utilized":[97],"dynamic":[99],"control":[100,105],"under":[101],"uncertainty.":[102],"Firstly,":[103],"sustainable":[104],"single-CubeSat":[107],"orbital":[108,195],"maneuver":[109],"considered":[111,173],"deep":[113],"deterministic":[114],"policy":[115],"gradient":[116],"vertical":[118],"position":[119],"adjustment":[120],"over":[121,155],"continuous":[123],"action":[124,141,203],"domain.":[125,158],"Secondly,":[126],"quantum":[129,157],"multi-agent":[130],"multi-CubeSat":[134,168],"cooperative":[135],"scheduling":[136],"designed":[138],"dimension":[142],"reduction":[143],"into":[144],"logarithmic":[146],"scale":[147],"based":[148],"our":[150,163],"proposed":[151,185],"Projection-Valued":[152],"Measure":[153],"(PVM)":[154],"It":[159],"highlighted":[161],"that":[162,183],"considering":[164],"two":[165],"single-":[166],"problems":[169],"cannot":[170],"separately":[172],"extreme":[175],"management.":[177],"The":[178],"performance":[179,193],"evaluation":[180],"results":[181],"demonstrate":[182],"outperforms":[187],"other":[188],"benchmarks":[189],"with":[190],"1.51\u00d7":[191],"higher":[192,198,207],"control,":[196],"2.71\u00d7":[197],"converged":[199],"reward":[200],"enormous":[202],"dimensions,":[204],"2.27\u00d7":[206],"average":[208],"performance.":[210]},"counts_by_year":[],"updated_date":"2026-06-06T06:22:57.294733","created_date":"2026-02-13T00:00:00"}
