{"id":"https://openalex.org/W4387869994","doi":"https://doi.org/10.1109/iccworkshops57953.2023.10283599","title":"Model-Assisted In-Orbit Intelligent Computation for Satellite-Ground Integrated Networks","display_name":"Model-Assisted In-Orbit Intelligent Computation for Satellite-Ground Integrated Networks","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387869994","doi":"https://doi.org/10.1109/iccworkshops57953.2023.10283599"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops57953.2023.10283599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops57953.2023.10283599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5078701496","display_name":"Yongkang Gong","orcid":"https://orcid.org/0000-0003-2445-1327"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongkang Gong","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China","Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666106","display_name":"Haipeng Yao","orcid":"https://orcid.org/0000-0003-1391-7363"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Yao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China","Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002265731","display_name":"Arumugam Nallanathan","orcid":"https://orcid.org/0000-0001-8337-5884"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arumugam Nallanathan","raw_affiliation_strings":["Queen Mary University of London"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089270885","display_name":"Ekram Hossain","orcid":"https://orcid.org/0000-0002-5932-6887"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ekram Hossain","raw_affiliation_strings":["University of Manitoba"],"affiliations":[{"raw_affiliation_string":"University of Manitoba","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078701496"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.8814,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81487099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9991000294685364,"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":0.9991000294685364,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983999729156494,"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/T13553","display_name":"Age of Information Optimization","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7951810359954834},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6054127216339111},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5453233122825623},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5296922326087952},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.516783595085144},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5138885974884033},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.47544360160827637},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4626482427120209},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.41881901025772095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17456495761871338},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09588432312011719},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09127548336982727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7951810359954834},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6054127216339111},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5453233122825623},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5296922326087952},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.516783595085144},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5138885974884033},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.47544360160827637},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4626482427120209},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.41881901025772095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17456495761871338},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09588432312011719},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09127548336982727},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops57953.2023.10283599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops57953.2023.10283599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G5060864042","display_name":null,"funder_award_id":"202206470012","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2397723600","https://openalex.org/W2400861403","https://openalex.org/W2516316490","https://openalex.org/W2624989916","https://openalex.org/W2778138942","https://openalex.org/W2924948991","https://openalex.org/W2975241278","https://openalex.org/W3090615085","https://openalex.org/W3126187582","https://openalex.org/W3134947650","https://openalex.org/W3172394904","https://openalex.org/W3196359308","https://openalex.org/W3196576077","https://openalex.org/W3203789000","https://openalex.org/W4206135771"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2964765435","https://openalex.org/W1993210935"],"abstract_inverted_index":{"The":[0],"satellite-ground":[1],"(SG)":[2],"integrated":[3],"networks":[4],"will":[5],"revolutionize":[6],"the":[7,30,41,53,62,80,106,120,133,153],"sixth":[8],"generation":[9],"mobile":[10],"networks,":[11],"because":[12],"it":[13],"can":[14,34],"provide":[15],"wide":[16],"coverage,":[17],"large-scale":[18],"connection":[19],"and":[20,57,66,88,114,124,148],"ubiquitous":[21],"intelligence":[22],"capabilities":[23],"for":[24,40,90],"numbers":[25],"of":[26,43,85,143],"ground":[27,91],"users.":[28,51,92],"Furthermore,":[29],"massive":[31,128],"computing":[32,123],"tasks":[33],"be":[35],"either":[36],"offloaded":[37],"to":[38,78,104],"satellites":[39],"sake":[42],"performing":[44],"in-orbit":[45,96,121],"computation,":[46],"or":[47],"executed":[48],"by":[49],"local":[50],"However,":[52],"stochastic":[54],"task":[55,64,107],"arrival":[56],"dynamic":[58],"channel":[59],"gains":[60,140],"hinder":[61],"optimal":[63],"offloading":[65],"resource":[67],"allocation":[68],"schemes.":[69],"Hence,":[70],"we":[71],"envision":[72],"a":[73,94],"two-layer":[74],"SG":[75],"network":[76],"model":[77],"minimize":[79],"total":[81,149],"overhead":[82,150],"in":[83,141],"terms":[84,142],"energy":[86,144],"consumption":[87],"latency":[89],"Additionally,":[93],"model-assisted":[95],"deep":[97],"reinforcement":[98],"learning":[99],"(MAI-DRL)":[100],"policy":[101,136],"is":[102],"proposed":[103,134],"optimize":[105],"scheduling,":[108],"central":[109],"processing":[110],"unit":[111],"cycle":[112],"frequency":[113],"transmission":[115],"power,":[116],"which":[117],"further":[118],"incorporates":[119],"edge":[122],"artificial":[125],"intelligence.":[126],"Finally,":[127],"simulation":[129],"results":[130],"show":[131],"that":[132],"MAI-DRL":[135],"has":[137],"superior":[138],"performance":[139],"efficiency,":[145],"average":[146],"delay":[147],"compared":[151],"with":[152],"baseline":[154],"methods.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
