{"id":"https://openalex.org/W7143325411","doi":"https://doi.org/10.1109/lwc.2026.3678779","title":"Deep Learning-Based Secure Communication for IRS-Aided Terahertz Systems","display_name":"Deep Learning-Based Secure Communication for IRS-Aided Terahertz Systems","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7143325411","doi":"https://doi.org/10.1109/lwc.2026.3678779"},"language":null,"primary_location":{"id":"doi:10.1109/lwc.2026.3678779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2026.3678779","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5020754911","display_name":"Mingyu Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingyu Ma","raw_affiliation_strings":["School of Communication and Electronic Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054338343","display_name":"Jingping Qiao","orcid":"https://orcid.org/0000-0002-9841-6586"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingping Qiao","raw_affiliation_strings":["School of Communication and Electronic Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-9841-6586","affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045797640","display_name":"Chuanting Zhang","orcid":"https://orcid.org/0000-0002-6685-4071"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanting Zhang","raw_affiliation_strings":["Institute of Intelligent Communication Technologies and Shandong Key Laboratory of Intelligent Communication and Sensing-Computing Integration, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-6685-4071","affiliations":[{"raw_affiliation_string":"Institute of Intelligent Communication Technologies and Shandong Key Laboratory of Intelligent Communication and Sensing-Computing Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130990757","display_name":"Haixia Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixia Zhang","raw_affiliation_strings":["Institute of Intelligent Communication Technologies and Shandong Key Laboratory of Intelligent Communication and Sensing-Computing Integration, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-5081-7287","affiliations":[{"raw_affiliation_string":"Institute of Intelligent Communication Technologies and Shandong Key Laboratory of Intelligent Communication and Sensing-Computing Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020754911"],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71503214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"2453","last_page":"2457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.241799995303154,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.241799995303154,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.1899999976158142,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.16699999570846558,"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/terahertz-radiation","display_name":"Terahertz radiation","score":0.6022999882698059},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.32989999651908875},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.3260999917984009},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.3181999921798706},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.31139999628067017},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.30880001187324524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621999979019165},{"id":"https://openalex.org/C107816215","wikidata":"https://www.wikidata.org/wiki/Q647887","display_name":"Terahertz radiation","level":2,"score":0.6022999882698059},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.46299999952316284},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.32989999651908875},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3287000060081482},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.31450000405311584},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.31139999628067017},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.30880001187324524},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.2847000062465668},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2732999920845032},{"id":"https://openalex.org/C129404179","wikidata":"https://www.wikidata.org/wiki/Q1469765","display_name":"Optical communication","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C510870077","wikidata":"https://www.wikidata.org/wiki/Q7444868","display_name":"Secure communication","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2026.3678779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2026.3678779","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1850594858","display_name":null,"funder_award_id":"U22A2003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6861208585","display_name":null,"funder_award_id":"62401338","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":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3],"physical":[4],"layer":[5],"security":[6,104],"in":[7,129],"an":[8,72,112],"intelligent":[9],"reflecting":[10],"surface":[11],"(IRS)-aided":[12],"terahertz":[13],"multiple-input":[14],"multiple-output":[15],"(MIMO)":[16],"systems,":[17],"where":[18],"a":[19,41],"multi-antenna":[20],"eavesdropper":[21,34],"may":[22],"eavesdrop":[23],"either":[24],"the":[25,55,61,81,98],"base":[26],"station":[27],"(BS)-to-IRS":[28],"or":[29],"IRS-to-user":[30],"links.":[31],"With":[32],"imperfect":[33],"channel":[35],"state":[36],"information":[37],"(ECSI),":[38],"we":[39,70],"formulate":[40],"joint":[42],"optimization":[43,120],"problem":[44],"for":[45,89,126],"BS":[46,82],"active":[47,83],"beamforming":[48,84],"and":[49,85],"phase-shift":[50,87],"matrix":[51,88],"design":[52],"to":[53,111,117],"maximize":[54],"worst-case":[56],"secrecy":[57],"rate.":[58],"To":[59],"address":[60],"high":[62],"computational":[63,108],"complexity":[64,109],"of":[65,114],"conventional":[66],"convex":[67],"optimization-based":[68],"methods,":[69],"present":[71],"efficient":[73],"deep":[74],"learning":[75],"(DL)-based":[76],"approach":[77],"that":[78,97],"jointly":[79],"optimizes":[80],"IRS":[86],"both":[90],"potential":[91],"eavesdropping":[92],"channels.":[93],"Numerical":[94],"simulations":[95],"verify":[96],"proposed":[99],"DL":[100],"method":[101],"maintains":[102],"comparable":[103],"performance":[105],"while":[106],"reducing":[107],"up":[110],"order":[113],"magnitude":[115],"compared":[116],"traditional":[118],"alternating":[119],"algorithms,":[121],"making":[122],"it":[123],"particularly":[124],"suitable":[125],"real-time":[127],"implementation":[128],"terahertz-band":[130],"communication":[131],"systems.":[132]},"counts_by_year":[],"updated_date":"2026-04-10T06:02:16.177343","created_date":"2026-03-31T00:00:00"}
