{"id":"https://openalex.org/W7129407486","doi":"https://doi.org/10.1109/ccpqt66408.2025.11382728","title":"GPU-Based Large Planning Model for Mega-Constellations","display_name":"GPU-Based Large Planning Model for Mega-Constellations","publication_year":2025,"publication_date":"2025-10-24","ids":{"openalex":"https://openalex.org/W7129407486","doi":"https://doi.org/10.1109/ccpqt66408.2025.11382728"},"language":"en","primary_location":{"id":"doi:10.1109/ccpqt66408.2025.11382728","doi":"https://doi.org/10.1109/ccpqt66408.2025.11382728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccpqt66408.2025.11382728","pdf_url":null,"source":{"id":"https://openalex.org/S7407086824","display_name":"International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2025 IEEE 4th International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5101879765","display_name":"Peiyun Li","orcid":"https://orcid.org/0000-0003-2792-4345","observed_orcids":["https://orcid.org/0000-0003-2792-4345"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peiyun Li","raw_affiliation_strings":["National Key Laboratory of Space Integrated Information System,Beijing,China,100094"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Integrated Information System,Beijing,China,100094","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126209002","display_name":"Zhanpeng Xu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhanpeng Xu","raw_affiliation_strings":["National Key Laboratory of Space Integrated Information System,Beijing,China,100094"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Integrated Information System,Beijing,China,100094","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076995791","display_name":"Song Xie","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Song Xie","raw_affiliation_strings":["DFH Satellite Co., Ltd.,Beijing,China,100094"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DFH Satellite Co., Ltd.,Beijing,China,100094","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126252479","display_name":"Xi Cai","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xi Cai","raw_affiliation_strings":["DFH Satellite Co., Ltd.,Beijing,China,100094"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DFH Satellite Co., Ltd.,Beijing,China,100094","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100565951","display_name":"Linghui Yu","orcid":"https://orcid.org/0000-0001-8690-274X","observed_orcids":["https://orcid.org/0000-0001-8690-274X","https://orcid.org/0009-0001-8652-3341"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linghui Yu","raw_affiliation_strings":["DFH Satellite Co., Ltd.,Beijing,China,100094"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DFH Satellite Co., Ltd.,Beijing,China,100094","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.64117272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.45260000228881836,"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":0.45260000228881836,"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/T11082","display_name":"Spacecraft Dynamics and Control","score":0.23319999873638153,"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":0.07289999723434448,"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/satellite-mission-planning","display_name":"satellite mission planning","score":0.8569999933242798},{"id":"https://openalex.org/keywords/mega-constellations","display_name":"mega-constellations","score":0.9760000109672546},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9229999780654907},{"id":"https://openalex.org/keywords/gpu-parallel-computing","display_name":"GPU parallel computing","score":0.6679999828338623},{"id":"https://openalex.org/keywords/observation-window","display_name":"observation window","score":0.5789999961853027},{"id":"https://openalex.org/keywords/resource-consumption","display_name":"resource consumption","score":0.5879999995231628},{"id":"https://openalex.org/keywords/autonomous-mission-planning","display_name":"autonomous mission planning","score":0.746999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089999914169312},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6654999852180481},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5202000141143799},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.486299991607666},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4586000144481659},{"id":"https://openalex.org/C2983117007","wikidata":"https://www.wikidata.org/wiki/Q7315831","display_name":"Resource planning","level":2,"score":0.4253000020980835},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4169999957084656},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.387800008058548},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.38749998807907104},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.3580999970436096},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35519999265670776},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C2779784338","wikidata":"https://www.wikidata.org/wiki/Q967145","display_name":"Satellite constellation","level":3,"score":0.32670000195503235},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.3046000003814697},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.304500013589859},{"id":"https://openalex.org/C191489605","wikidata":"https://www.wikidata.org/wiki/Q6043021","display_name":"Integrated business planning","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.28349998593330383},{"id":"https://openalex.org/C18465707","wikidata":"https://www.wikidata.org/wiki/Q5001797","display_name":"Business system planning","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C2987528665","wikidata":"https://www.wikidata.org/wiki/Q854845","display_name":"Earth observation satellite","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.2750000059604645},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2669999897480011},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2669000029563904},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2556000053882599},{"id":"https://openalex.org/C174102782","wikidata":"https://www.wikidata.org/wiki/Q1321164","display_name":"Seven Management and Planning Tools","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccpqt66408.2025.11382728","doi":"https://doi.org/10.1109/ccpqt66408.2025.11382728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccpqt66408.2025.11382728","pdf_url":null,"source":{"id":"https://openalex.org/S7407086824","display_name":"International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2025 IEEE 4th International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2768630587","https://openalex.org/W2901234606","https://openalex.org/W4389746490","https://openalex.org/W4399175877"],"related_works":["https://openalex.org/W7161620469","https://openalex.org/W7106663815","https://openalex.org/W4414196715","https://openalex.org/W7213334276","https://openalex.org/W4412986666","https://openalex.org/W4407016976","https://openalex.org/W4413326719","https://openalex.org/W4411469963","https://openalex.org/W4404295798","https://openalex.org/W4411847762"],"abstract_inverted_index":{"With":[0],"the":[1,20,45,89,159],"rapid":[2],"development":[3,66],"of":[4,28,47,91,145,181],"large-scale":[5,94,146,175],"remote":[6],"sensing":[7],"constellations,":[8,62],"their":[9,85],"sizes":[10],"have":[11],"experienced":[12],"explosive":[13],"growth,":[14],"posing":[15],"significant":[16],"challenges":[17,191],"to":[18,84,153,158,187],"both":[19],"dynamic":[21],"and":[22,25,41,75,118,149],"variable":[23],"nature":[24],"timeliness":[26,90],"requirements":[27,74],"satellite":[29],"mission":[30,58,77,104,176,189],"planning.":[31],"Traditional":[32],"ground-based":[33],"constellation":[34],"control":[35],"methods":[36],"are":[37],"becoming":[38],"less":[39],"flexible":[40],"increasingly":[42],"costly.":[43],"However,":[44],"emergence":[46],"large":[48,61],"language":[49],"models":[50],"(LLMs)":[51],"offers":[52],"a":[53,64,100],"promising":[54],"solution":[55],"for":[56,93,103,122,141,174],"autonomous":[57],"planning":[59,78,92,105,177,190],"in":[60,88,192],"reflecting":[63],"future":[65],"trend.":[67],"These":[68],"LLMs":[69],"can":[70,170],"intelligently":[71],"interpret":[72],"task":[73],"perform":[76],"through":[79],"tool":[80],"invocation.":[81],"The":[82],"key":[83],"feasibility":[86],"lies":[87],"constellations.":[95],"To":[96],"address":[97],"this":[98,168],"issue,":[99],"mathematical":[101],"model":[102,126],"was":[106,133],"developed":[107],"by":[108],"comprehensively":[109],"considering":[110],"factors":[111],"such":[112],"as":[113],"observational":[114],"benefits,":[115],"resource":[116],"consumption,":[117],"balanced":[119],"observation":[120,182],"opportunities":[121],"targets.":[123],"A":[124],"high-efficiency":[125],"algorithm":[127],"based":[128],"on":[129],"GPU":[130,139,160],"parallel":[131,143,161],"acceleration":[132],"proposed.":[134],"This":[135],"method":[136],"utilizes":[137],"custom":[138],"operators":[140],"fast":[142],"computation":[144],"objective":[147],"functions":[148],"incorporates":[150],"tensorized":[151],"improvements":[152],"evolutionary":[154],"strategies,":[155],"adapting":[156],"them":[157],"computing":[162],"architecture.":[163],"Experimental":[164],"results":[165],"demonstrate":[166],"that":[167],"approach":[169],"converge":[171],"within":[172],"hours":[173],"problems":[178],"involving":[179],"millions":[180],"windows,":[183],"providing":[184],"critical":[185],"support":[186],"solve":[188],"mega-constellations.":[193]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-02-18T00:00:00"}