{"id":"https://openalex.org/W4409248157","doi":"https://doi.org/10.1109/icct62411.2024.10946653","title":"Partial Task Offloading and UAV Trajectory Design in Air-Ground Integrated Mobile Edge Computing Network","display_name":"Partial Task Offloading and UAV Trajectory Design in Air-Ground Integrated Mobile Edge Computing Network","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4409248157","doi":"https://doi.org/10.1109/icct62411.2024.10946653"},"language":"en","primary_location":{"id":"doi:10.1109/icct62411.2024.10946653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","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/A5100615081","display_name":"Shichao Li","orcid":"https://orcid.org/0000-0001-6858-5031"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shichao Li","raw_affiliation_strings":["Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004"],"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081547992","display_name":"Baobiao Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingji Lu","raw_affiliation_strings":["Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004"],"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025740341","display_name":"Hongbin Chen","orcid":"https://orcid.org/0000-0002-9363-1789"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Chen","raw_affiliation_strings":["Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004"],"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035047319","display_name":"Fangqing Tan","orcid":"https://orcid.org/0000-0002-1084-3699"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangqing Tan","raw_affiliation_strings":["Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004"],"affiliations":[{"raw_affiliation_string":"Guilin University of Electronic Technology,School of Information and Communication,Guilin,China,541004","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Muroran Institute of Technology,Department of Information and Electronic Engineering,Muroran,Japan,050-8585"],"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology,Department of Information and Electronic Engineering,Muroran,Japan,050-8585","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106707877","display_name":"Kaoru Ota","orcid":"https://orcid.org/0000-0002-3382-1652"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaoru Ota","raw_affiliation_strings":["Muroran Institute of Technology,Department of Information and Electronic Engineering,Muroran,Japan,050-8585"],"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology,Department of Information and Electronic Engineering,Muroran,Japan,050-8585","institution_ids":["https://openalex.org/I41725924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100615081"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34835845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9825999736785889,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9825999736785889,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9732000231742859,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9549999833106995,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.7306696772575378},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.6514397859573364},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.60042405128479},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5724900960922241},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5593464374542236},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5527637004852295},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4620235860347748},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.44858622550964355},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4095233380794525},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34724631905555725},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.277957558631897},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24080806970596313},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19040128588676453},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11958011984825134},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08393171429634094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7306696772575378},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.6514397859573364},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.60042405128479},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5724900960922241},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5593464374542236},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5527637004852295},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4620235860347748},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.44858622550964355},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4095233380794525},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34724631905555725},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.277957558631897},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24080806970596313},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19040128588676453},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11958011984825134},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08393171429634094},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct62411.2024.10946653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2786446607","https://openalex.org/W3002033136","https://openalex.org/W3148946438","https://openalex.org/W3167580222","https://openalex.org/W3194988969","https://openalex.org/W4212797575","https://openalex.org/W4213117259","https://openalex.org/W4226478636","https://openalex.org/W4385453605","https://openalex.org/W4395471027","https://openalex.org/W4401414395"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4221092438","https://openalex.org/W4406207611","https://openalex.org/W4407633523","https://openalex.org/W4385335479","https://openalex.org/W2905685817","https://openalex.org/W2730940305"],"abstract_inverted_index":{"The":[0],"integration":[1],"of":[2,20,28,89,96],"mobile":[3],"edge":[4],"computing":[5],"(MEC)":[6],"with":[7,93],"the":[8,26,35,41,61,67,73,87,90,94,97,101,105,110,116,144,162],"air-ground":[9,68],"integrated":[10,69],"network":[11],"is":[12,75,157],"viewed":[13],"as":[14],"a":[15,50,81,147,168],"crucial":[16],"technology":[17],"for":[18],"Internet":[19],"remote":[21],"things":[22],"(IoRT)":[23],"devices,":[24],"where":[25],"tasks":[27],"IoRT":[29,98],"devices":[30,99],"can":[31,166],"be":[32],"executed":[33],"by":[34],"unmanned":[36],"aerial":[37],"vehicle":[38],"(UAV)":[39],"and":[40,54,100,115,120,134,151],"high":[42],"altitude":[43],"platform.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,77,103,128],"study":[49],"partial":[51,117,148],"task":[52,63,118,149],"offloading":[53,64,119,150,172],"UAV":[55,111,152],"trajectory":[56,112,153],"design":[57,113,154],"problem":[58,74,106],"to":[59,138],"minimize":[60],"total":[62,171],"delay":[65],"in":[66,170],"MEC":[70],"network.":[71],"Since":[72],"non-convex,":[76],"transform":[78],"it":[79],"into":[80,107],"Markov":[82],"decision":[83],"process":[84],"(MDP).":[85],"Considering":[86],"complexity":[88],"MDP":[91],"increases":[92],"number":[95],"UAVs,":[102],"divide":[104],"two":[108,126,145],"subproblems:":[109],"subproblem,":[114],"resource":[121],"allocation":[122],"subproblem.":[123],"For":[124],"these":[125],"subproblems,":[127],"utilize":[129],"deep":[130],"deterministic":[131],"policy":[132,136],"gradient":[133],"proximal":[135],"optimization":[137],"solve":[139],"them,":[140],"respectively.":[141],"Based":[142],"on":[143],"methods,":[146],"(PTOUTD)":[155],"algorithm":[156,165],"proposed.":[158],"Simulation":[159],"results":[160],"show":[161],"proposed":[163],"PTOUTD":[164],"achieve":[167],"reduction":[169],"delay.":[173]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
