{"id":"https://openalex.org/W7105828471","doi":"https://doi.org/10.1109/twc.2025.3630190","title":"Deep Learning-Based Transceiver Design for Terahertz Communication","display_name":"Deep Learning-Based Transceiver Design for Terahertz Communication","publication_year":2025,"publication_date":"2025-11-17","ids":{"openalex":"https://openalex.org/W7105828471","doi":"https://doi.org/10.1109/twc.2025.3630190"},"language":null,"primary_location":{"id":"doi:10.1109/twc.2025.3630190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3630190","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":null,"display_name":"Bo Che","orcid":"https://orcid.org/0009-0000-1170-6760"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Che","raw_affiliation_strings":["National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qi He","orcid":"https://orcid.org/0000-0002-1533-7568"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi He","raw_affiliation_strings":["National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhi Chen","orcid":"https://orcid.org/0000-0003-2943-9861"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Chen","raw_affiliation_strings":["National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q. S. Quek","raw_affiliation_strings":["Singapore University of Technology and Design, Tampines, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Tampines, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79610387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"7235","last_page":"7251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.5899999737739563,"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":0.5899999737739563,"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":0.22910000383853912,"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":0.033900000154972076,"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":0.6840999722480774},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5636000037193298},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5072000026702881},{"id":"https://openalex.org/keywords/lookup-table","display_name":"Lookup table","score":0.5067999958992004},{"id":"https://openalex.org/keywords/transceiver","display_name":"Transceiver","score":0.4894999861717224},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.48399999737739563},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4440999925136566},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42260000109672546},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3962000012397766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939000129699707},{"id":"https://openalex.org/C107816215","wikidata":"https://www.wikidata.org/wiki/Q647887","display_name":"Terahertz radiation","level":2,"score":0.6840999722480774},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5636000037193298},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5134000182151794},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5072000026702881},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.5067999958992004},{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.4894999861717224},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.48399999737739563},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4440999925136566},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3962000012397766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3799999952316284},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.36970001459121704},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.36399999260902405},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3517000079154968},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.33090001344680786},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.3199000060558319},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3034000098705292},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.27950000762939453},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C45613198","wikidata":"https://www.wikidata.org/wiki/Q1134091","display_name":"Optical filter","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2554999887943268},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.25459998846054077},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2025.3630190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3630190","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2162914719","https://openalex.org/W2300242332","https://openalex.org/W2320703891","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2887447938","https://openalex.org/W2921466771","https://openalex.org/W2922048308","https://openalex.org/W2962964572","https://openalex.org/W2963385530","https://openalex.org/W2966781572","https://openalex.org/W3003267478","https://openalex.org/W3005526854","https://openalex.org/W3008515144","https://openalex.org/W3011593776","https://openalex.org/W3036589489","https://openalex.org/W3047506756","https://openalex.org/W3090169770","https://openalex.org/W3104151879","https://openalex.org/W3107617916","https://openalex.org/W3129320203","https://openalex.org/W3134784220","https://openalex.org/W4390481212","https://openalex.org/W4392822827","https://openalex.org/W4395017570","https://openalex.org/W4402835187"],"related_works":[],"abstract_inverted_index":{"Terahertz":[0],"communication":[1],"is":[2,59,100,116,141],"a":[3,94,110,124,136],"pivotal":[4],"candidate":[5],"technology":[6],"for":[7],"future":[8],"6G":[9],"networks.":[10],"Deep":[11],"learning":[12],"(DL)-based":[13],"transmission":[14],"methods":[15,86],"can":[16],"utilize":[17],"the":[18,34,42,52,89,120,132,147,156,159],"real-time":[19],"data":[20],"to":[21,32,66,87,102,118,129,143,154],"model":[22],"channel":[23,40,71],"statistics":[24],"and":[25,39,70,73,123],"device":[26],"imperfections,":[27],"presenting":[28],"an":[29],"effective":[30],"manner":[31],"solve":[33],"modeling":[35],"problems":[36],"of":[37,54,146,158],"non-ideality":[38,69],"in":[41],"terahertz":[43,56],"band.":[44],"However,":[45],"there":[46],"still":[47],"exist":[48],"several":[49],"shortages":[50],"hindering":[51],"development":[53],"DL-based":[55],"communications,":[57],"that":[58],"high":[60,77],"system":[61],"complexity,":[62],"costly":[63],"online":[64,107],"retraining":[65],"fit":[67,103],"changing":[68,104],"conditions,":[72],"learned":[74,148],"diagrams":[75],"with":[76],"peak-to-average":[78],"power":[79],"ratio":[80],"(PAPR).":[81],"This":[82],"paper":[83],"proposes":[84],"novel":[85],"address":[88],"above":[90],"challenges.":[91],"At":[92],"first,":[93],"new":[95,137],"regulated":[96],"autoencoder":[97],"(RAE)":[98],"structure":[99],"proposed":[101,142,160],"conditions":[105],"without":[106],"retraining.":[108],"Secondly,":[109],"binary":[111],"neural":[112],"network":[113],"(BNN)":[114],"method":[115,128,140],"leveraged":[117],"reduce":[119,144],"receiver":[121],"complexity":[122],"lookup":[125],"table":[126],"based":[127],"cut":[130],"down":[131],"transmitter":[133],"complexity.":[134],"Lastly,":[135],"maximum":[138],"normalization":[139],"PAPR":[145],"diagram.":[149],"Extensive":[150],"simulations":[151],"are":[152],"performed":[153],"verify":[155],"effectiveness":[157],"methods.":[161]},"counts_by_year":[],"updated_date":"2026-01-10T23:39:48.068659","created_date":"2025-11-17T00:00:00"}