{"id":"https://openalex.org/W4408609488","doi":"https://doi.org/10.1109/tase.2025.3552832","title":"Strategic Application of AIGC for UAV Trajectory Design: A Channel Knowledge Map Approach","display_name":"Strategic Application of AIGC for UAV Trajectory Design: A Channel Knowledge Map Approach","publication_year":2025,"publication_date":"2025-03-19","ids":{"openalex":"https://openalex.org/W4408609488","doi":"https://doi.org/10.1109/tase.2025.3552832"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2025.3552832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3552832","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Automation Science and Engineering","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/A5029086169","display_name":"Chiya Zhang","orcid":"https://orcid.org/0000-0002-1113-4659"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chiya Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1113-4659","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ting Wang","orcid":"https://orcid.org/0009-0005-2992-7250"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0005-2992-7250","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110458224","display_name":"R. Han","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rubing Han","raw_affiliation_strings":["School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036262898","display_name":"Yuanxiang Gong","orcid":"https://orcid.org/0000-0003-4916-0614"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxiang Gong","raw_affiliation_strings":["School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029086169"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":2.2251,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87134795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"23","issue":null,"first_page":"3423","last_page":"3432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.916100025177002,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.916100025177002,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/trajectory","display_name":"Trajectory","score":0.681194543838501},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5565593838691711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4921388030052185},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.40554162859916687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38461461663246155},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1721603274345398}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.681194543838501},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5565593838691711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4921388030052185},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.40554162859916687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38461461663246155},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1721603274345398},{"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/tase.2025.3552832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3552832","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G194091806","display_name":null,"funder_award_id":"62394290","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3355585848","display_name":null,"funder_award_id":"U20A20156","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G438308149","display_name":null,"funder_award_id":"62101161","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7000507591","display_name":null,"funder_award_id":"JKW202303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8065795853","display_name":null,"funder_award_id":"62394294","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2765811365","https://openalex.org/W2892255205","https://openalex.org/W3108838069","https://openalex.org/W3131967102","https://openalex.org/W3204937802","https://openalex.org/W4319459059","https://openalex.org/W4383752869","https://openalex.org/W4391697040","https://openalex.org/W4396910036","https://openalex.org/W4402671885","https://openalex.org/W4402811279","https://openalex.org/W4406890556"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4323768008"],"abstract_inverted_index":{"Unmanned":[0],"Aerial":[1],"Vehicles":[2],"(UAVs)":[3],"are":[4],"increasingly":[5],"utilized":[6],"in":[7,133],"wireless":[8,135],"communication,":[9],"yet":[10],"accurate":[11],"channel":[12,44,61],"loss":[13,114],"prediction":[14,84],"remains":[15],"a":[16,26,75,95,130],"significant":[17],"challenge,":[18],"limiting":[19],"resource":[20],"optimization":[21],"performance.":[22],"This":[23],"paper":[24],"proposes":[25],"novel":[27],"AIGC":[28],"(Artificial":[29],"Intelligence":[30],"Generated":[31],"Content)-driven":[32],"framework":[33],"that":[34,81,107],"revolutionizes":[35],"UAV":[36,102],"communication":[37],"through":[38],"three":[39],"key":[40],"innovations:":[41],"data":[42,68],"augmentation,":[43],"prediction,":[45],"and":[46,117],"trajectory":[47],"optimization.":[48],"First,":[49],"aWasserstein":[50],"Generative":[51],"Adversarial":[52],"Network":[53],"(WGAN)":[54],"is":[55],"employed":[56],"to":[57,99,123,126],"generate":[58,100],"high-quality":[59],"synthetic":[60],"data,":[62],"addressing":[63],"the":[64,91],"time-consuming":[65],"nature":[66],"of":[67],"collection.":[69],"Second,":[70],"this":[71],"augmented":[72],"dataset":[73],"trains":[74],"knowledge-driven":[76],"Channel":[77],"Knowledge":[78],"Map":[79],"(CKM)":[80],"achieves":[82],"superior":[83],"accuracy":[85],"by":[86,115],"incorporating":[87],"domain":[88],"expertise.":[89],"Finally,":[90],"enhanced":[92],"CKM":[93],"guides":[94],"reinforcement":[96],"learning":[97],"algorithm":[98],"optimal":[101],"trajectories.":[103],"Experimental":[104],"results":[105],"demonstrate":[106],"our":[108],"AIGC-powered":[109],"approach":[110],"significantly":[111],"decreases":[112],"train":[113],"30.23%":[116],"reduces":[118],"flight":[119],"time":[120],"from":[121],"81s":[122],"37s":[124],"compared":[125],"traditional":[127],"methods,":[128],"marking":[129],"substantial":[131],"advancement":[132],"UAV-enabled":[134],"communications.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-12T06:13:03.167441","created_date":"2025-10-10T00:00:00"}
