{"id":"https://openalex.org/W4414037309","doi":"https://doi.org/10.1109/mcom.001.2400746","title":"Generative AI-Enabled Integrated Sensing and Communication","display_name":"Generative AI-Enabled Integrated Sensing and Communication","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414037309","doi":"https://doi.org/10.1109/mcom.001.2400746"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2400746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2400746","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/A5101713017","display_name":"Jifa Zhang","orcid":"https://orcid.org/0000-0002-0488-6940"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifa Zhang","raw_affiliation_strings":["Dalian University of Technology,P. R. China","Dalian University of Technology, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,P. R. China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"Dalian University of Technology, P. R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029337392","display_name":"Min Sheng","orcid":"https://orcid.org/0000-0002-7762-5063"},"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":"Min Sheng","raw_affiliation_strings":["Xidian University,China","Xidian University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100682735","display_name":"Junyu Liu","orcid":"https://orcid.org/0000-0001-7667-6451"},"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":"Junyu Liu","raw_affiliation_strings":["Xidian University,China","Xidian University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656619","display_name":"Nan Zhao","orcid":"https://orcid.org/0000-0002-6497-7799"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhao","raw_affiliation_strings":["Dalian University of Technology,P. R. China","Dalian University of Technology, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,P. R. China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"Dalian University of Technology, P. R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733413","display_name":"Xianbin Wang","orcid":"https://orcid.org/0000-0003-4890-0748"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xianbin Wang","raw_affiliation_strings":["Western University,Canada","Western University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University,Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Western University, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29416662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":"9","first_page":"44","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9940999746322632,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9940999746322632,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8490090370178223},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5424414873123169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41940176486968994},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38284197449684143},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3466443419456482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490090370178223},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5424414873123169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41940176486968994},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38284197449684143},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3466443419456482}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.001.2400746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2400746","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/G6986381165","display_name":null,"funder_award_id":"U23A20271,6241101241,62271099","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":14,"referenced_works":["https://openalex.org/W2921104505","https://openalex.org/W4312600892","https://openalex.org/W4388895151","https://openalex.org/W4392397343","https://openalex.org/W4392745233","https://openalex.org/W4396817538","https://openalex.org/W4399039612","https://openalex.org/W4400644893","https://openalex.org/W4400877871","https://openalex.org/W4402302364","https://openalex.org/W4404238463","https://openalex.org/W4405380100","https://openalex.org/W4406164168","https://openalex.org/W4410358938"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Integrated":[0],"sensing":[1],"and":[2,14,21,36,58,79,81,96,112],"communication":[3],"(ISAC)":[4],"is":[5,62,144],"an":[6],"effective":[7],"technique":[8],"to":[9,39,64,88],"enable":[10,65],"both":[11,93],"conventional":[12],"communications":[13],"new":[15],"capabilities":[16],"by":[17],"sharing":[18],"spectrum":[19],"resources":[20],"hardware":[22],"platform,":[23],"thus":[24],"facilitating":[25],"diverse":[26,69],"vertical":[27],"applications.":[28],"Nevertheless,":[29],"ISAC":[30,67,78,102],"usually":[31],"requires":[32],"complex":[33],"system":[34,108],"design":[35,127],"signal":[37],"processing":[38,111],"achieve":[40],"the":[41,66,77,83,94,104,107,125,129,139],"integration":[42],"gain.":[43],"Recently,":[44],"generative":[45],"artificial":[46],"intelligence":[47],"(GAI)":[48],"has":[49],"showcased":[50],"its":[51],"remarkable":[52],"capability":[53],"of":[54,85,99,138],"digital":[55],"content":[56],"generation":[57],"data":[59,110],"processing,":[60],"which":[61],"expected":[63],"from":[68],"perspectives.":[70],"In":[71],"this":[72],"article,":[73],"we":[74,91,116],"first":[75],"overview":[76],"GAI,":[80],"discuss":[82],"motivation":[84],"introducing":[86],"GAI":[87,100],"ISAC.":[89,135],"Subsequently,":[90,115],"investigate":[92],"direct":[95],"indirect":[97],"applications":[98],"for":[101,124],"with":[103],"focus":[105],"on":[106],"modeling,":[109],"decision":[113],"making.":[114],"propose":[117],"a":[118],"GAI-enhanced":[119],"deep":[120],"reinforcement":[121],"learning":[122],"algorithm":[123,141],"beamforming":[126],"in":[128],"double":[130],"reconfigurable":[131],"intelligent":[132],"surface":[133],"(RIS)-aided":[134],"The":[136],"superiority":[137],"proposed":[140],"over":[142],"benchmarks":[143],"verified":[145],"via":[146],"simulation.":[147],"Finally,":[148],"open":[149],"research":[150],"challenges":[151],"are":[152],"discussed.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
