{"id":"https://openalex.org/W4388286335","doi":"https://doi.org/10.1109/twc.2023.3328291","title":"Deep Learning-Aided FBMC Machine-Type Communication Systems: Design, Simulation, and Experimental Test","display_name":"Deep Learning-Aided FBMC Machine-Type Communication Systems: Design, Simulation, and Experimental Test","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388286335","doi":"https://doi.org/10.1109/twc.2023.3328291"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2023.3328291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2023.3328291","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/A5103274957","display_name":"Xinkun Zheng","orcid":"https://orcid.org/0009-0001-9994-3564"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinkun Zheng","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering and the School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741063","display_name":"Guanghua Liu","orcid":"https://orcid.org/0000-0003-0460-4453"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghua Liu","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering, Research Center of 6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Research Center of 6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014186692","display_name":"Silan Li","orcid":"https://orcid.org/0009-0008-3013-2748"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]},{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Silan Li","raw_affiliation_strings":["Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, the School of Cyber Science and Engineering, and the Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100678341","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0002-8482-1046"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Jiang","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Cyber Science and Engineering, Research Center of 6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Research Center of 6G Mobile Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103274957"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.8023,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72535509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"23","issue":"6","first_page":"5726","last_page":"5739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11873","display_name":"PAPR reduction in OFDM","score":0.9990000128746033,"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/T11873","display_name":"PAPR reduction in OFDM","score":0.9990000128746033,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9853000044822693,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9743000268936157,"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":0.7089915871620178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48227670788764954},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.47462642192840576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4064733386039734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089915871620178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48227670788764954},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.47462642192840576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4064733386039734},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2023.3328291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2023.3328291","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":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1979871467","https://openalex.org/W2017854734","https://openalex.org/W2023835067","https://openalex.org/W2047515252","https://openalex.org/W2099411281","https://openalex.org/W2128386125","https://openalex.org/W2131909533","https://openalex.org/W2142038266","https://openalex.org/W2170302172","https://openalex.org/W2248852576","https://openalex.org/W2350422990","https://openalex.org/W2395843739","https://openalex.org/W2470520003","https://openalex.org/W2559908924","https://openalex.org/W2621345802","https://openalex.org/W2621374696","https://openalex.org/W2788109976","https://openalex.org/W2796181329","https://openalex.org/W2890696043","https://openalex.org/W2896473228","https://openalex.org/W2902312933","https://openalex.org/W2904944666","https://openalex.org/W2911696931","https://openalex.org/W2916570853","https://openalex.org/W2939926333","https://openalex.org/W2960200439","https://openalex.org/W2962052358","https://openalex.org/W2966699101","https://openalex.org/W2982480218","https://openalex.org/W3028395677","https://openalex.org/W3098347096","https://openalex.org/W3104094101","https://openalex.org/W3137008390","https://openalex.org/W3168171765","https://openalex.org/W3214307803","https://openalex.org/W4206432373","https://openalex.org/W4287854787","https://openalex.org/W4289823941","https://openalex.org/W4292974887","https://openalex.org/W4312305043","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Filter":[0],"bank":[1],"multicarrier":[2],"(FBMC)":[3],"is":[4,178],"emerging":[5],"as":[6,42,44],"a":[7,74,93],"promising":[8],"approach":[9],"to":[10,19,32,79,104],"combat":[11],"the":[12,34,46,81,120,135,150,154,165,181],"orthogonal":[13],"frequency":[14],"division":[15],"multiplexing":[16],"(OFDM)":[17],"sensitivity":[18],"synchronization":[20],"errors":[21],"for":[22],"machine-type":[23],"communication":[24,101],"(MTC).":[25],"However,":[26],"related":[27],"designs":[28],"in":[29,57,115,171],"FBMC-MTC":[30,63,137,167],"fail":[31],"meet":[33,80],"requirements":[35,85],"of":[36,48,86,123],"transmitting":[37],"diverse":[38],"data":[39,106],"between":[40],"machines":[41],"well":[43],"eliminating":[45],"effects":[47],"FBMC\u2019s":[49],"inherent":[50],"imaginary":[51],"interference.":[52],"To":[53],"address":[54],"this":[55,58],"issue,":[56],"paper,":[59],"we":[60,71,90,133],"propose":[61],"an":[62],"system":[64,138,168],"with":[65],"deep":[66],"learning":[67],"(DL)":[68],"assistance.":[69],"Specifically,":[70],"first":[72],"construct":[73],"hybrid":[75],"packet":[76],"transmission":[77],"architecture":[78],"delay":[82],"and":[83,110,129,145,148,159,175,185],"throughput":[84],"different":[87,117,126],"packets.":[88],"Second,":[89],"further":[91],"present":[92],"DL-based":[94,151],"receiver":[95,152,177],"consists":[96],"two":[97,116,121],"modules":[98,118],"driven":[99],"by":[100],"domain":[102],"knowledge":[103],"enhance":[105],"reliability.":[107],"The":[108],"dense":[109],"convolutional":[111],"layers":[112],"are":[113],"used":[114],"since":[119],"types":[122],"packets":[124],"have":[125],"pilot":[127],"structures":[128],"propagation":[130],"properties.":[131],"Finally,":[132],"deploy":[134],"proposed":[136,166],"via":[139],"universal":[140],"software":[141],"radio":[142],"peripheral":[143],"(USRP)":[144],"mobile":[146],"robots":[147],"test":[149,161],"over":[153],"air":[155],"(OTA).":[156],"Both":[157],"simulation":[158],"OTA":[160],"results":[162],"show":[163],"that":[164],"can":[169],"operate":[170],"various":[172],"channel":[173],"environments,":[174],"its":[176],"better":[179],"than":[180],"previously":[182],"advanced":[183],"OFDM":[184],"FBMC":[186],"receivers.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}