{"id":"https://openalex.org/W4411600208","doi":"https://doi.org/10.1109/mcom.002.2400698","title":"Toward Multi-Modal Semantic Communication in Reliable IoV: Joint Multi-Role Prompts and GenAI","display_name":"Toward Multi-Modal Semantic Communication in Reliable IoV: Joint Multi-Role Prompts and GenAI","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4411600208","doi":"https://doi.org/10.1109/mcom.002.2400698"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.002.2400698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.002.2400698","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","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/A5064783825","display_name":"Rui Xu","orcid":"https://orcid.org/0000-0003-3103-1443"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Xu","raw_affiliation_strings":["Shanghai Jiao Tong University,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077113287","display_name":"Wenkai Huang","orcid":"https://orcid.org/0000-0003-3111-7511"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkai Huang","raw_affiliation_strings":["Shanghai Jiao Tong University,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007267530","display_name":"Gaolei Li","orcid":"https://orcid.org/0000-0003-3913-5001"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaolei Li","raw_affiliation_strings":["Shanghai Jiao Tong University,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088670228","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0001-9455-7800"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":["Shanghai Jiao Tong University,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082256691","display_name":"Jianhua Li","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Li","raw_affiliation_strings":["Shanghai Jiao Tong University,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061277006","display_name":"Yang Wu","orcid":"https://orcid.org/0000-0003-2197-080X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Yang","raw_affiliation_strings":["Harbin Engineering University,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100520897","display_name":"Yue Zhao","orcid":"https://orcid.org/0009-0007-4708-8061"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["Xidian University,China"],"affiliations":[{"raw_affiliation_string":"Xidian University,China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5064783825"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":3.0965,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91599262,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"64","issue":"2","first_page":"74","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9699000120162964,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9677000045776367,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9095984697341919},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6551830768585205},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5549159049987793},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39229661226272583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3637400269508362},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35147517919540405},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3441568911075592},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.32530829310417175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9095984697341919},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6551830768585205},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5549159049987793},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39229661226272583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3637400269508362},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35147517919540405},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3441568911075592},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32530829310417175},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.002.2400698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.002.2400698","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3296643589","display_name":null,"funder_award_id":"62202303,U21B2019,62471301,U2003206","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":13,"referenced_works":["https://openalex.org/W2115579991","https://openalex.org/W3036851434","https://openalex.org/W4226115138","https://openalex.org/W4312933868","https://openalex.org/W4319866495","https://openalex.org/W4321608237","https://openalex.org/W4380303575","https://openalex.org/W4385819725","https://openalex.org/W4388240236","https://openalex.org/W4390871732","https://openalex.org/W4396817538","https://openalex.org/W4398250149","https://openalex.org/W4404612908"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W2379392295","https://openalex.org/W3160965418","https://openalex.org/W4396737233","https://openalex.org/W613940353","https://openalex.org/W2367747139","https://openalex.org/W2320915480","https://openalex.org/W4391102217"],"abstract_inverted_index":{"The":[0,114],"Internet":[1],"of":[2,29,65,132,160],"Vehicles":[3],"(IoV)":[4],"plays":[5],"a":[6,53,109,121],"pivotal":[7],"role":[8],"in":[9,21,83,108,164],"advancing":[10],"an":[11],"intelligent":[12],"and":[13,32,46,73,143,167],"sustainable":[14],"transportation":[15],"ecosystem.":[16],"However,":[17],"the":[18,27,63,79,84,129,137,146,158],"rapid":[19],"surge":[20],"multi-modal":[22,55,66,80,161],"data":[23,67,88,162],"traffic,":[24],"driven":[25],"by":[26,69,99,126],"proliferation":[28],"diverse":[30,130],"applications":[31],"services,":[33],"has":[34],"highlighted":[35],"major":[36],"challenges":[37],"to":[38,103],"traditional":[39],"IoV":[40,134],"communication":[41,57],"methods,":[42],"particularly":[43],"concerning":[44],"reliability":[45,64],"efficiency.":[47],"In":[48],"this":[49],"article,":[50],"we":[51],"present":[52],"novel":[54],"semantic":[56,81,91,147],"(Multi-MSC)":[58],"scheme":[59],"aimed":[60],"at":[61],"improving":[62],"transmission":[68,107,163],"integrating":[70],"multi-role":[71,96],"prompts":[72],"generative":[74],"artificial":[75],"intelligence":[76],"(GenAI).":[77],"Specifically,":[78],"encoder":[82],"Multi-MSC":[85],"transforms":[86],"source":[87],"into":[89,120],"core":[90],"text":[92],"(CST)":[93],"based":[94],"on":[95],"prompts,":[97],"followed":[98],"adaptive":[100],"channel":[101],"coding":[102],"ensure":[104],"reliable":[105],"CST":[106,116],"high-interference":[110],"wireless":[111],"environment":[112],"(HIWE).":[113],"recovered":[115],"is":[117],"then":[118],"input":[119],"high-quality":[122],"scene":[123,170],"generator":[124],"powered":[125],"GenAI,":[127],"addressing":[128],"needs":[131],"various":[133,165],"applications.":[135],"Additionally,":[136],"above":[138],"components":[139],"are":[140],"semantically":[141],"updated":[142],"aligned":[144],"through":[145],"knowledge":[148],"base.":[149],"Experimental":[150],"results":[151],"show":[152],"that":[153],"our":[154],"method":[155],"significantly":[156],"improves":[157],"accuracy":[159],"HIWEs":[166],"enables":[168],"high-fidelity":[169],"content":[171],"generation":[172],"with":[173],"CLIP":[174],"scores":[175],"exceeding":[176],"0.73.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
