{"id":"https://openalex.org/W4385815657","doi":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201183","title":"A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network","display_name":"A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4385815657","doi":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201183"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2023-spring57618.2023.10201183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)","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/A5112141036","display_name":"Meng-Hsuan Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Meng-Hsuan Lin","raw_affiliation_strings":["National Tsing Hua University,Institute of Communications Engineering,Hsinchu,Taiwan,30013"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Institute of Communications Engineering,Hsinchu,Taiwan,30013","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633409","display_name":"Yiwei Li","orcid":"https://orcid.org/0000-0002-8380-4164"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yiwei Li","raw_affiliation_strings":["National Tsing Hua University,Institute of Communications Engineering,Hsinchu,Taiwan,30013"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Institute of Communications Engineering,Hsinchu,Taiwan,30013","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328224","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-6457-9478"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["Singapore University of Technology and Design,Information Systems Technology and Design,Singapore,487372"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design,Information Systems Technology and Design,Singapore,487372","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025854758","display_name":"Ruihong Jiang","orcid":"https://orcid.org/0009-0008-8523-6448"},"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"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruihong Jiang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology, School of Information and Communication Engineering,Beijing,China,100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology, School of Information and Communication Engineering,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061813280","display_name":"Chong\u2010Yung Chi","orcid":"https://orcid.org/0000-0001-5004-7155"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chong-Yung Chi","raw_affiliation_strings":["National Tsing Hua University,Institute of Communications Engineering,Hsinchu,Taiwan,30013"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Institute of Communications Engineering,Hsinchu,Taiwan,30013","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112141036"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.4412,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74694699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9965000152587891,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9965000152587891,"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":0.9952999949455261,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8112989068031311},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6455948352813721},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.625000536441803},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6016122698783875},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5297020077705383},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5076481103897095},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5014147758483887},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.439603328704834},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4321909546852112},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42973995208740234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24316701292991638},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15753233432769775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112989068031311},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6455948352813721},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.625000536441803},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6016122698783875},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5297020077705383},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5076481103897095},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5014147758483887},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.439603328704834},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4321909546852112},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42973995208740234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24316701292991638},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15753233432769775},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2023-spring57618.2023.10201183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-spring57618.2023.10201183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2091445772","https://openalex.org/W2144554277","https://openalex.org/W2148301647","https://openalex.org/W2155968351","https://openalex.org/W2183455461","https://openalex.org/W2615926310","https://openalex.org/W2746553466","https://openalex.org/W2777781531","https://openalex.org/W2924948991","https://openalex.org/W2954039338","https://openalex.org/W2963857659","https://openalex.org/W3009823869","https://openalex.org/W3044817033","https://openalex.org/W3082278499","https://openalex.org/W3103057226","https://openalex.org/W3115826427","https://openalex.org/W3174997142","https://openalex.org/W3214426660","https://openalex.org/W4210764901","https://openalex.org/W4250658187","https://openalex.org/W4280523681","https://openalex.org/W4285189370","https://openalex.org/W4312765974","https://openalex.org/W4317418836","https://openalex.org/W6774969651"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"space-aerial":[3,10],"assisted":[4],"mixed":[5],"cloud-edge":[6],"computing":[7,20,29,61,145],"services":[8,21,37],"for":[9,57,70],"integrated":[11],"networks,":[12],"where":[13],"unmanned":[14],"aerial":[15],"vehicles":[16],"(UAVs)":[17],"provide":[18],"edge":[19],"and":[22,33,48,52,62,89,103,136,143,146],"one":[23],"satellite":[24],"(SAT)":[25],"provides":[26],"ubiquitous":[27],"cloud":[28],"services.":[30],"To":[31],"effectively":[32],"efficiently":[34],"schedule":[35],"such":[36],"under":[38],"constraints":[39],"on":[40],"the":[41,53,59,72,104,114,117,132,140,150],"available":[42],"resources":[43],"of":[44,50,116,131],"computational":[45],"capacity,":[46],"energy,":[47],"communications":[49],"UAVs":[51,102],"SAT,":[54],"a":[55],"problem":[56,74],"minimizing":[58],"total":[60,144],"offloading":[63,147],"delay":[64,148],"is":[65,75,120],"formulated.":[66],"A":[67],"learning":[68],"algorithm":[69,119,133],"handling":[71],"reformulated":[73],"proposed":[76,118],"that":[77,113],"alternatively":[78],"performs":[79],"convex":[80],"optimization":[81],"based":[82,94],"computation":[83],"capacity":[84],"allocation":[85],"(involving":[86,97],"real":[87],"variables)":[88,99],"double":[90],"deep":[91],"Q-learning":[92],"(DDQL)":[93],"task":[95],"assignment":[96],"binary":[98],"among":[100],"all":[101],"SAT.":[105],"Extensive":[106],"simulation":[107],"results":[108],"are":[109],"presented":[110],"to":[111],"demonstrate":[112],"efficacy":[115],"significantly":[121],"superior":[122],"over":[123],"some":[124],"state-of-the-art":[125],"reinforcement":[126],"learning-based":[127],"methods":[128],"in":[129,139,149],"terms":[130],"running":[134],"time":[135],"system":[137],"scalability":[138],"training":[141],"stage":[142],"testing":[151],"stage.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}