{"id":"https://openalex.org/W4386883058","doi":"https://doi.org/10.1109/jiot.2023.3317629","title":"YOLO-Based Semantic Communication With Generative AI-Aided Resource Allocation for Digital Twins Construction","display_name":"YOLO-Based Semantic Communication With Generative AI-Aided Resource Allocation for Digital Twins Construction","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4386883058","doi":"https://doi.org/10.1109/jiot.2023.3317629"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3317629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3317629","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5029224995","display_name":"Baoxia Du","orcid":"https://orcid.org/0009-0009-8769-6074"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]},{"id":"https://openalex.org/I4210141933","display_name":"Jilin Agricultural Science and Technology University","ror":"https://ror.org/04w5zb891","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141933"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baoxia Du","raw_affiliation_strings":["School of Electrical and Information Engineering, Jilin Agricultural Science and Technology University, Jilin City, China","School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Jilin Agricultural Science and Technology University, Jilin City, China","institution_ids":["https://openalex.org/I4210141933"]},{"raw_affiliation_string":"School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068782412","display_name":"Hongyang Du","orcid":"https://orcid.org/0000-0002-8220-6525"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hongyang Du","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325566","display_name":"Haifeng Liu","orcid":"https://orcid.org/0000-0003-0861-4966"},"institutions":[{"id":"https://openalex.org/I1793135","display_name":"Yanbian University","ror":"https://ror.org/039xnh269","country_code":"CN","type":"education","lineage":["https://openalex.org/I1793135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Liu","raw_affiliation_strings":["College of Agriculture, Yanbian University, Yanji, China"],"affiliations":[{"raw_affiliation_string":"College of Agriculture, Yanbian University, Yanji, China","institution_ids":["https://openalex.org/I1793135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577789","display_name":"Xin Peng","orcid":"https://orcid.org/0000-0001-9799-7078"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xin","raw_affiliation_strings":["School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084275232","display_name":"Jun Yu","orcid":"https://orcid.org/0000-0003-2360-5873"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yu","raw_affiliation_strings":["School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101316436","display_name":"Mingyang Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141933","display_name":"Jilin Agricultural Science and Technology University","ror":"https://ror.org/04w5zb891","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141933"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Qi","raw_affiliation_strings":["School of Electrical and Information Engineering, Jilin Agricultural Science and Technology University, Jilin City, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Jilin Agricultural Science and Technology University, Jilin City, China","institution_ids":["https://openalex.org/I4210141933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101440100","display_name":"You Tang","orcid":"https://orcid.org/0000-0002-2873-4212"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]},{"id":"https://openalex.org/I4210141933","display_name":"Jilin Agricultural Science and Technology University","ror":"https://ror.org/04w5zb891","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141933"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Tang","raw_affiliation_strings":["School of Electrical and Information Engineering, Jilin Agricultural Science and Technology University, Jilin City, China","School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Jilin Agricultural Science and Technology University, Jilin City, China","institution_ids":["https://openalex.org/I4210141933"]},{"raw_affiliation_string":"School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin City, China","institution_ids":["https://openalex.org/I4210125838"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5029224995"],"corresponding_institution_ids":["https://openalex.org/I4210125838","https://openalex.org/I4210141933"],"apc_list":null,"apc_paid":null,"fwci":9.1418,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.98573357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"5","first_page":"7664","last_page":"7678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10036","display_name":"Advanced Neural Network Applications","score":0.9940999746322632,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9908000230789185,"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":0.8841038942337036},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5715270042419434},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4670504629611969},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.43950819969177246},{"id":"https://openalex.org/keywords/semantic-grid","display_name":"Semantic grid","score":0.42233479022979736},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.41940945386886597},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4147645831108093},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3326793313026428},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.3306989371776581},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24233326315879822},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10781148076057434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8841038942337036},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5715270042419434},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4670504629611969},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.43950819969177246},{"id":"https://openalex.org/C103692084","wikidata":"https://www.wikidata.org/wiki/Q1765824","display_name":"Semantic grid","level":3,"score":0.42233479022979736},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.41940945386886597},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4147645831108093},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3326793313026428},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.3306989371776581},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24233326315879822},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10781148076057434},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2023.3317629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3317629","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:hub.hku.hk:10722/353113","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/353113","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7197377926","display_name":null,"funder_award_id":"AISG2-RP-2020-019","funder_id":"https://openalex.org/F4320320741","funder_display_name":"DSO National Laboratories - Singapore"},{"id":"https://openalex.org/G7988851718","display_name":null,"funder_award_id":"YDZJ202201ZYTS692","funder_id":"https://openalex.org/F4320335953","funder_display_name":"Jilin Scientific and Technological Development Program"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320320741","display_name":"DSO National Laboratories - Singapore","ror":"https://ror.org/03e05fb06"},{"id":"https://openalex.org/F4320335953","display_name":"Jilin Scientific and Technological Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2079636521","https://openalex.org/W2133665775","https://openalex.org/W2462826361","https://openalex.org/W2765407302","https://openalex.org/W2884561390","https://openalex.org/W2945386048","https://openalex.org/W2981854649","https://openalex.org/W2982770724","https://openalex.org/W2999206534","https://openalex.org/W3018757597","https://openalex.org/W3036167779","https://openalex.org/W3036851434","https://openalex.org/W3103795537","https://openalex.org/W3130503957","https://openalex.org/W3134818623","https://openalex.org/W3135893753","https://openalex.org/W3146500981","https://openalex.org/W3158114921","https://openalex.org/W3163246710","https://openalex.org/W3164612304","https://openalex.org/W3180134609","https://openalex.org/W3184439416","https://openalex.org/W3185687438","https://openalex.org/W3202895480","https://openalex.org/W3207056040","https://openalex.org/W3213872105","https://openalex.org/W4207073694","https://openalex.org/W4214823338","https://openalex.org/W4226272687","https://openalex.org/W4226283960","https://openalex.org/W4226382263","https://openalex.org/W4288804646","https://openalex.org/W4289752563","https://openalex.org/W4292826080","https://openalex.org/W4294294715","https://openalex.org/W4297102691","https://openalex.org/W4309676208","https://openalex.org/W4312050893","https://openalex.org/W4313291084","https://openalex.org/W4313387436","https://openalex.org/W4313449066","https://openalex.org/W4364321750","https://openalex.org/W4365420412","https://openalex.org/W4381735906","https://openalex.org/W4381946597","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W4387195417","https://openalex.org/W6677067356","https://openalex.org/W6739901393","https://openalex.org/W6753038380","https://openalex.org/W6779823529","https://openalex.org/W6791348873","https://openalex.org/W6796223860","https://openalex.org/W6796538260","https://openalex.org/W6798838024","https://openalex.org/W6810701236","https://openalex.org/W6810974023","https://openalex.org/W6838338029","https://openalex.org/W6840866624","https://openalex.org/W6843005194","https://openalex.org/W6849520326"],"related_works":["https://openalex.org/W126242516","https://openalex.org/W2134715673","https://openalex.org/W1939996075","https://openalex.org/W2118113972","https://openalex.org/W4232946860","https://openalex.org/W2467098852","https://openalex.org/W4245995334","https://openalex.org/W1984887506","https://openalex.org/W2059508983","https://openalex.org/W1605808839"],"abstract_inverted_index":{"Digital":[0],"Twins":[1],"play":[2],"a":[3,23,46,59],"crucial":[4],"role":[5],"in":[6,37,243],"bridging":[7],"the":[8,14,20,38,64,68,78,94,106,113,117,130,134,141,160,165,178,182,200,237],"physical":[9,21],"and":[10,16,29,99,133,164,194,203,227],"virtual":[11,39,60],"worlds.":[12],"Given":[13],"dynamic":[15],"evolving":[17],"characteristics":[18],"of":[19,26,66,89,96,108,144,181,240],"world,":[22],"huge":[24],"volume":[25,95],"data":[27,72,98],"transmission":[28,101,142,233,238],"exchange":[30],"is":[31],"necessary":[32],"to":[33,57,82,170,209],"attain":[34],"synchronized":[35],"updates":[36],"world.":[40],"In":[41],"this":[42],"article,":[43],"we":[44,75,104,123,176],"propose":[45,124],"semantic":[47,84,110,146,172,224],"communication":[48,225,244],"framework":[49,226],"based":[50],"on":[51,121,211],"you":[52],"only":[53],"look":[54],"once":[55],"(YOLO)":[56],"construct":[58],"apple":[61],"orchard":[62],"with":[63,71,214],"aim":[65],"mitigating":[67],"costs":[69,234],"associated":[70],"transmission.":[73],"Specifically,":[74],"first":[76],"employ":[77],"YOLOv7-X":[79,183],"object":[80,118,184],"detector":[81,185],"extract":[83],"information":[85,111,173,242],"from":[86],"captured":[87],"images":[88],"edge":[90,212],"devices,":[91],"thereby":[92],"reducing":[93,199],"transmitted":[97],"saving":[100],"costs.":[102],"Afterwards,":[103],"quantify":[105],"importance":[107],"each":[109],"by":[112,186],"confidence":[114],"generated":[115],"through":[116],"detector.":[119],"Based":[120],"this,":[122],"two":[125],"resource":[126,228],"allocation":[127,155,162,167,229],"schemes,":[128],"i.e.,":[129],"confidence-based":[131,166],"scheme":[132,156,163],"acrlong":[135],"AI-generated":[136],"scheme,":[137],"aimed":[138],"at":[139],"enhancing":[140,236],"quality":[143,239],"important":[145,241],"information.":[147],"The":[148,217],"proposed":[149,223],"diffusion":[150],"model":[151,201],"generates":[152],"an":[153],"optimal":[154],"that":[157,221],"outperforms":[158],"both":[159],"average":[161],"scheme.":[168],"Moreover,":[169],"obtain":[171],"more":[174],"effectively,":[175],"enhance":[177],"detection":[179],"capability":[180],"introducing":[187],"new":[188],"efficient":[189],"layer":[190],"aggregation":[191],"network-horNet":[192],"(ELAN-H)":[193],"SimAM":[195],"attention":[196],"modules,":[197],"while":[198,235],"parameters":[202],"computational":[204],"complexity,":[205],"making":[206],"it":[207],"easier":[208],"run":[210],"devices":[213],"limited":[215],"performance.":[216],"numerical":[218],"results":[219],"indicate":[220],"our":[222],"schemes":[230],"significantly":[231],"reduce":[232],"services.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":23}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}