{"id":"https://openalex.org/W4403826784","doi":"https://doi.org/10.1109/jiot.2024.3486996","title":"DL-Based ISAC via Tensor Analysis in Massive MIMO-OFDM Systems With Spatial-Frequency Wideband Effects","display_name":"DL-Based ISAC via Tensor Analysis in Massive MIMO-OFDM Systems With Spatial-Frequency Wideband Effects","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4403826784","doi":"https://doi.org/10.1109/jiot.2024.3486996"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3486996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3486996","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":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/JIOT.2024.3486996","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054457063","display_name":"Jianhe Du","orcid":"https://orcid.org/0000-0002-7538-8818"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhe Du","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046531507","display_name":"Hang Ma","orcid":"https://orcid.org/0000-0002-8012-1317"},"institutions":[{"id":"https://openalex.org/I2800556661","display_name":"China Tobacco","ror":"https://ror.org/030d08e08","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800556661"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Ma","raw_affiliation_strings":["Kunming Cigarette Factory, Hongyun Honghe Tobacco (Group) Company Ltd., Kunming, Yunnan, China"],"affiliations":[{"raw_affiliation_string":"Kunming Cigarette Factory, Hongyun Honghe Tobacco (Group) Company Ltd., Kunming, Yunnan, China","institution_ids":["https://openalex.org/I2800556661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103224151","display_name":"Zhiqiang Yu","orcid":"https://orcid.org/0000-0003-3578-5939"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Yu","raw_affiliation_strings":["School of Mathematics and Computer Science, Yunnan Minzu University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Yunnan Minzu University, Kunming, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076986736","display_name":"Xingwang Li","orcid":"https://orcid.org/0000-0002-0907-6517"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwang Li","raw_affiliation_strings":["School of Physics and Electronic Information Engineering, Henan Polytechnic University, Jiaozuo, Henan, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information Engineering, Henan Polytechnic University, Jiaozuo, Henan, China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056209905","display_name":"Shahid Mumtaz","orcid":"https://orcid.org/0000-0001-6364-6149"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shahid Mumtaz","raw_affiliation_strings":["Department of Computer Science, Nottingham Trent University, Nottingham, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nottingham Trent University, Nottingham, U.K","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"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":"Chau Yuen","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054457063"],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":null,"apc_paid":null,"fwci":1.5537,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83631779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"12","issue":"5","first_page":"5093","last_page":"5108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9995999932289124,"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/wideband","display_name":"Wideband","score":0.7615926861763},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.704408586025238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961939334869385},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6695777773857117},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.45731469988822937},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.37073296308517456},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.1805354356765747},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09986239671707153},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07590779662132263}],"concepts":[{"id":"https://openalex.org/C2780202535","wikidata":"https://www.wikidata.org/wiki/Q4524457","display_name":"Wideband","level":2,"score":0.7615926861763},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.704408586025238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961939334869385},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6695777773857117},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.45731469988822937},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.37073296308517456},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.1805354356765747},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09986239671707153},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07590779662132263}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3486996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3486996","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:zenodo.org:14649098","is_oa":true,"landing_page_url":"https://doi.org/10.1109/JIOT.2024.3486996","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:14649098","is_oa":true,"landing_page_url":"https://doi.org/10.1109/JIOT.2024.3486996","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5089981436","display_name":null,"funder_award_id":"202301AT070015","funder_id":"https://openalex.org/F4320336585","funder_display_name":"Foundation Research Project of Jiangsu Province"},{"id":"https://openalex.org/G5449417762","display_name":null,"funder_award_id":"62471444","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"},{"id":"https://openalex.org/F4320336585","display_name":"Foundation Research Project of Jiangsu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2098086066","https://openalex.org/W2336403911","https://openalex.org/W2547350840","https://openalex.org/W2559695533","https://openalex.org/W2604970008","https://openalex.org/W2729649888","https://openalex.org/W2782637457","https://openalex.org/W2809356669","https://openalex.org/W2891224819","https://openalex.org/W2963145597","https://openalex.org/W2963290405","https://openalex.org/W2982280489","https://openalex.org/W2997912402","https://openalex.org/W3011593776","https://openalex.org/W3013945510","https://openalex.org/W3038342299","https://openalex.org/W3089065083","https://openalex.org/W3093658987","https://openalex.org/W3111708682","https://openalex.org/W3120429547","https://openalex.org/W3126485115","https://openalex.org/W3134406316","https://openalex.org/W3152710103","https://openalex.org/W3154707999","https://openalex.org/W3167779900","https://openalex.org/W3169820186","https://openalex.org/W3184921779","https://openalex.org/W4205915305","https://openalex.org/W4226314932","https://openalex.org/W4285192749","https://openalex.org/W4285212371","https://openalex.org/W4289821653","https://openalex.org/W4291722335","https://openalex.org/W4295036291","https://openalex.org/W4295872522","https://openalex.org/W4312617230","https://openalex.org/W4312818293","https://openalex.org/W4312911292","https://openalex.org/W4319866601","https://openalex.org/W4372339445","https://openalex.org/W4376464588","https://openalex.org/W4385489017","https://openalex.org/W4387623684","https://openalex.org/W4389252560","https://openalex.org/W4390938914","https://openalex.org/W4391305484","https://openalex.org/W4392940504","https://openalex.org/W4393139936","https://openalex.org/W4401806242","https://openalex.org/W4401990766","https://openalex.org/W6840103347"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2530747331","https://openalex.org/W3097525855","https://openalex.org/W2125564215","https://openalex.org/W4391741972","https://openalex.org/W1986382998","https://openalex.org/W2517776947","https://openalex.org/W2084482193","https://openalex.org/W2972611783","https://openalex.org/W2013074778"],"abstract_inverted_index":{"In":[0,134],"this":[1],"article,":[2],"we":[3],"propose":[4],"a":[5,40,55,180],"novel":[6],"integrated":[7],"sensing":[8],"and":[9,104,117,131,149],"communication":[10],"(ISAC)":[11],"algorithm":[12,37,141,158,172],"for":[13,45],"massive":[14],"multiple-input-multiple-output":[15],"orthogonal":[16],"frequency-division":[17],"multiplexing":[18],"(MIMO-OFDM)":[19],"systems":[20],"with":[21,165],"spatial-frequency":[22],"wideband":[23],"(SFW)":[24],"effects.":[25],"To":[26],"obtain":[27,70],"high":[28],"accuracy":[29],"of":[30,95,99,113],"channel":[31,46,51,82,90,129,147],"state":[32],"information":[33,79],"(CSI),":[34],"the":[35,49,62,78,86,111,124,128,139,156,170],"proposed":[36,140,157,171],"initially":[38],"utilizes":[39],"deep":[41],"neural":[42],"network":[43],"(DNN)":[44],"estimation.":[47],"Then,":[48],"estimated":[50],"is":[52,67],"expressed":[53],"as":[54,93],"third-order":[56],"low-rank":[57],"tensor":[58,88],"model,":[59,89],"on":[60],"which":[61],"canonical":[63],"polyadic":[64],"(CP)":[65],"decomposition":[66],"performed":[68],"to":[69,81,136],"three":[71],"factor":[72,75],"matrices.":[73],"These":[74],"matrices":[76],"hold":[77],"pertaining":[80],"parameters.":[83],"By":[84],"fitting":[85],"constructed":[87],"parameters,":[91],"such":[92],"Angles":[94,98],"Departure":[96],"(AoDs),":[97],"Arrival":[100],"(AoAs),":[101],"time":[102],"delay,":[103],"complex":[105,177],"gains,":[106],"can":[107],"be":[108],"extracted.":[109],"Ultimately,":[110],"positions":[112],"mobile":[114],"station":[115],"(MS)":[116],"scattering":[118],"points":[119],"are":[120],"determined":[121],"by":[122],"utilizing":[123],"mapping":[125],"relationship":[126],"between":[127],"parameters":[130],"position":[132],"coordinates.":[133],"contrast":[135],"existing":[137],"algorithms,":[138],"delivers":[142],"greater":[143],"precision":[144],"in":[145,175],"both":[146],"estimation":[148],"positioning.":[150],"The":[151],"simulation":[152],"results":[153],"demonstrate":[154],"that":[155],"maintains":[159],"outstanding":[160],"ISAC":[161],"performance,":[162],"persisting":[163],"even":[164],"diminished":[166],"compression":[167],"rate.":[168],"Furthermore,":[169],"proves":[173],"effective":[174],"more":[176],"scenarios":[178],"lacking":[179],"line-of-sight":[181],"(LOS)":[182],"path.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}