{"id":"https://openalex.org/W4388269918","doi":"https://doi.org/10.1109/tccn.2023.3327561","title":"OFDM Receiver Design With Learning-Driven Automatic Modulation Recognition","display_name":"OFDM Receiver Design With Learning-Driven Automatic Modulation Recognition","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4388269918","doi":"https://doi.org/10.1109/tccn.2023.3327561"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2023.3327561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2023.3327561","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5076938763","display_name":"Liping Qian","orcid":"https://orcid.org/0000-0001-6210-2617"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Ping Qian","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6210-2617","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118899862","display_name":"Chenxi Wang","orcid":"https://orcid.org/0009-0006-2876-4645"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Wang","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073201721","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0001-5544-4512"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5544-4512","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101485789","display_name":"Mengru Wu","orcid":"https://orcid.org/0000-0002-4028-0284"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengru Wu","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Wu","orcid":"https://orcid.org/0000-0003-2044-4023"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yuan Wu","raw_affiliation_strings":["State Key Laboratory of Internet of Things for Smart City and the Department of Computer and Information Science, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-2044-4023","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City and the Department of Computer and Information Science, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498","https://openalex.org/I6469544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047444184","display_name":"Xiaoniu Yang","orcid":"https://orcid.org/0000-0003-3117-2211"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoniu Yang","raw_affiliation_strings":["Institute of Cyberspace Security, Zhejiang University of Technology, Hangzhou, China","National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"],"raw_orcid":"https://orcid.org/0000-0003-3117-2211","affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China","institution_ids":["https://openalex.org/I4210124847"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.714,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87326949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"429","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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":1.0,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11873","display_name":"PAPR reduction in OFDM","score":0.9656999707221985,"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":0.8208652138710022},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.7779441475868225},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6363321542739868},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6161457896232605},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5208178758621216},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.45987290143966675},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45934659242630005},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4056561291217804},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2844717502593994},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24820393323898315},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.24188876152038574},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0777658224105835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8208652138710022},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.7779441475868225},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6363321542739868},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6161457896232605},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5208178758621216},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.45987290143966675},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45934659242630005},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4056561291217804},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2844717502593994},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24820393323898315},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.24188876152038574},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0777658224105835},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2023.3327561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2023.3327561","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G346397689","display_name":"QoS\u9a71\u52a8\u7684\u80fd\u91cf\u91c7\u96c6\u578bNB-IoT\u7f51\u7edc\u591a\u7ef4\u8d44\u6e90\u8054\u5408\u4f18\u5316\u4e0e\u63a5\u5165\u7406\u8bba\u7814\u7a76","funder_award_id":"62071431","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4305473922","display_name":null,"funder_award_id":"62072490","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4592526507","display_name":null,"funder_award_id":"62201507","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G809664999","display_name":null,"funder_award_id":"62122069","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":49,"referenced_works":["https://openalex.org/W1508509796","https://openalex.org/W1616262590","https://openalex.org/W1785968703","https://openalex.org/W1994070994","https://openalex.org/W2009171710","https://openalex.org/W2037691183","https://openalex.org/W2059287228","https://openalex.org/W2126785948","https://openalex.org/W2136415070","https://openalex.org/W2157195543","https://openalex.org/W2609179406","https://openalex.org/W2741230443","https://openalex.org/W2748300647","https://openalex.org/W2776889143","https://openalex.org/W2790452209","https://openalex.org/W2884089434","https://openalex.org/W2897042325","https://openalex.org/W2897348402","https://openalex.org/W2904944666","https://openalex.org/W2907204409","https://openalex.org/W2907808251","https://openalex.org/W2913545708","https://openalex.org/W2915108913","https://openalex.org/W2963190722","https://openalex.org/W2968699891","https://openalex.org/W2998872171","https://openalex.org/W3015447018","https://openalex.org/W3019166713","https://openalex.org/W3023365694","https://openalex.org/W3047523230","https://openalex.org/W3085481492","https://openalex.org/W3085631338","https://openalex.org/W3102431071","https://openalex.org/W3104028856","https://openalex.org/W3120088009","https://openalex.org/W3165756504","https://openalex.org/W3168171765","https://openalex.org/W3172313548","https://openalex.org/W3175065799","https://openalex.org/W3179960279","https://openalex.org/W3184412645","https://openalex.org/W3193012290","https://openalex.org/W3194929648","https://openalex.org/W4225986385","https://openalex.org/W4226117432","https://openalex.org/W4292826034","https://openalex.org/W4312262250","https://openalex.org/W4315629953","https://openalex.org/W4322730826"],"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/W2363366933","https://openalex.org/W1485245930","https://openalex.org/W2108719724"],"abstract_inverted_index":{"The":[0,57],"orthogonal":[1],"frequency-division":[2],"multiplexing":[3],"(OFDM)":[4],"is":[5,60,115],"widely":[6],"used":[7,116],"in":[8,33,54,141],"modern":[9],"radio":[10],"communications":[11],"because":[12],"of":[13,30,62,106,124,133,150],"its":[14],"efficient":[15],"spectrum":[16,28],"utilization.":[17],"As":[18],"we":[19,41,137],"know,":[20],"the":[21,27,36,51,63,70,77,82,90,95,98,103,107,112,121,125,131,134,139,148,156],"adaptive":[22],"modulation":[23,46,71,99,159],"can":[24],"efficiently":[25],"improve":[26],"utilization":[29],"OFDM":[31,52],"systems,":[32],"comparison":[34],"with":[35],"non-adaptive":[37],"modulation.":[38],"For":[39],"this,":[40],"design":[42],"a":[43,85],"learning-driven":[44],"automatic":[45],"recognition":[47,72,100,122,160],"(AMR)":[48],"receiver":[49,59,154],"for":[50,117],"system":[53],"this":[55],"paper.":[56],"AMR":[58,153],"composed":[61],"robust":[64],"channel":[65,86,143,157],"estimation":[66],"neural":[67,73],"network":[68,74,79],"(RCE-NET),":[69],"(MR-NET)":[75],"and":[76,94,161],"decoding":[78,118],"(DE-NET).":[80],"Specifically,":[81],"RCE-NET":[83],"estimates":[84],"state":[87],"information":[88],"by":[89],"least":[91],"squares":[92],"estimation,":[93,158],"MR-NET":[96],"realizes":[97],"based":[101],"on":[102,155],"constellation":[104],"diagram":[105],"equalized":[108],"signals.":[109],"After":[110],"that,":[111],"corresponding":[113],"DE-NET":[114],"according":[119],"to":[120,129],"result":[123],"MR-NET.":[126],"In":[127],"order":[128],"verify":[130],"robustness":[132],"designed":[135],"receiver,":[136],"conduct":[138],"simulations":[140],"different":[142],"models.":[144],"Simulation":[145],"results":[146],"demonstrate":[147],"efficiency":[149],"our":[151],"proposed":[152],"decoding.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}