{"id":"https://openalex.org/W4405599448","doi":"https://doi.org/10.1109/twc.2024.3516008","title":"Electromagnetic Property Sensing Based on Diffusion Model in ISAC System","display_name":"Electromagnetic Property Sensing Based on Diffusion Model in ISAC System","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405599448","doi":"https://doi.org/10.1109/twc.2024.3516008"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3516008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3516008","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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/A5042708964","display_name":"Yuhua Jiang","orcid":"https://orcid.org/0000-0002-9320-9756"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuhua Jiang","raw_affiliation_strings":["Institute for Artificial Intelligence, Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China","Institute for Artificial Intelligence, Tsinghua University (THUAI), China"],"raw_orcid":"https://orcid.org/0000-0002-9320-9756","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence, Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Institute for Artificial Intelligence, Tsinghua University (THUAI), China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050402661","display_name":"Feifei Gao","orcid":"https://orcid.org/0000-0001-8896-352X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Gao","raw_affiliation_strings":["Institute for Artificial Intelligence, Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China","Institute for Artificial Intelligence, Tsinghua University (THUAI), China"],"raw_orcid":"https://orcid.org/0000-0001-8896-352X","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence, Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Institute for Artificial Intelligence, Tsinghua University (THUAI), China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013079905","display_name":"Shi Jin","orcid":"https://orcid.org/0000-0003-0271-6021"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Jin","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0271-6021","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009237669","display_name":"Tie Jun Cui","orcid":"https://orcid.org/0000-0002-5862-1497"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tie Jun Cui","raw_affiliation_strings":["State Key Laboratory of Millimeter Waves, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5862-1497","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Millimeter Waves, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042708964"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":2.3464,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89733139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"3","first_page":"2036","last_page":"2051"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13612","display_name":"Advanced Scientific and Engineering Studies","score":0.791700005531311,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13612","display_name":"Advanced Scientific and Engineering Studies","score":0.791700005531311,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6588006615638733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400935649871826},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.47699645161628723},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1603848934173584}],"concepts":[{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6588006615638733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400935649871826},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.47699645161628723},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1603848934173584},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2024.3516008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3516008","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1430793792","display_name":null,"funder_award_id":"623B1013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2394950313","display_name":null,"funder_award_id":"62288101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5226275299","display_name":null,"funder_award_id":"U24B20130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5353535290","display_name":null,"funder_award_id":"62325107","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1996215314","https://openalex.org/W2035273602","https://openalex.org/W2108993726","https://openalex.org/W2149812806","https://openalex.org/W2157199067","https://openalex.org/W2166049718","https://openalex.org/W2909329029","https://openalex.org/W2963446712","https://openalex.org/W2964269625","https://openalex.org/W3114759294","https://openalex.org/W3166129236","https://openalex.org/W3213070675","https://openalex.org/W4226403922","https://openalex.org/W4285169041","https://openalex.org/W4292826142","https://openalex.org/W4296558620","https://openalex.org/W4312191477","https://openalex.org/W4312590182","https://openalex.org/W4312802906","https://openalex.org/W4312961926","https://openalex.org/W4313027809","https://openalex.org/W4318586185","https://openalex.org/W4320930577","https://openalex.org/W4321618026","https://openalex.org/W4322490774","https://openalex.org/W4323059357","https://openalex.org/W4323338682","https://openalex.org/W4385453272","https://openalex.org/W4385819869","https://openalex.org/W4385819926","https://openalex.org/W4386703483","https://openalex.org/W4393863090","https://openalex.org/W4398249619","https://openalex.org/W4405556646","https://openalex.org/W4405908094","https://openalex.org/W4406857023","https://openalex.org/W6687484953","https://openalex.org/W6755056417","https://openalex.org/W6755308174","https://openalex.org/W6777558877","https://openalex.org/W6780179280","https://openalex.org/W6797906067","https://openalex.org/W6857720966","https://openalex.org/W6869206449"],"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/W4396696052"],"abstract_inverted_index":{"Integrated":[0],"sensing":[1,41,48,57,114,175],"and":[2,55,79,103,113,125,155],"communications":[3,54,112,128],"(ISAC)":[4],"has":[5],"opened":[6],"up":[7],"numerous":[8],"game-changing":[9],"opportunities":[10],"for":[11,131],"future":[12],"wireless":[13],"systems.":[14],"In":[15,90],"this":[16],"paper,":[17],"we":[18,44,65,108],"develop":[19],"a":[20,39,121,126],"novel":[21],"ISAC":[22],"scheme":[23],"that":[24,75],"utilizes":[25],"the":[26,31,36,47,53,56,62,67,72,77,85,94,100,104,111,118,139,142,150,158,163,167,174],"diffusion":[27,68],"model":[28,69],"to":[29,70,92],"sense":[30,162],"electromagnetic":[32],"(EM)":[33],"property":[34,88,165],"of":[35,84,120,141,149,166,173],"target":[37,78,168],"in":[38,145,170],"predetermined":[40],"area.":[42,176],"Specifically,":[43],"first":[45],"estimate":[46],"channel":[49],"by":[50],"using":[51],"both":[52],"signals":[58],"echoed":[59],"back":[60],"from":[61],"target.":[63],"Then":[64],"employ":[66],"generate":[71],"point":[73,106],"cloud":[74],"represents":[76],"thus":[80],"enables":[81],"3D":[82],"visualization":[83],"target\u2019s":[86,151],"EM":[87,164],"distribution.":[89],"order":[91],"minimize":[93],"mean":[95],"Chamfer":[96],"distance":[97],"(MCD)":[98],"between":[99],"ground":[101],"truth":[102],"estimated":[105],"clouds,":[107],"further":[109],"design":[110],"beamforming":[115],"matrices":[116],"under":[117],"constraint":[119],"maximum":[122],"transmit":[123],"power":[124],"minimum":[127],"achievable":[129],"rate":[130],"each":[132],"user":[133],"equipment":[134],"(UE).":[135],"Simulation":[136],"results":[137],"demonstrate":[138],"efficacy":[140],"proposed":[143,159],"method":[144,160],"achieving":[146],"high-quality":[147],"reconstruction":[148],"shape,":[152],"relative":[153],"permittivity,":[154],"conductivity.":[156],"Besides,":[157],"can":[161],"effectively":[169],"any":[171],"position":[172]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
