{"id":"https://openalex.org/W4408030031","doi":"https://doi.org/10.1109/twc.2025.3542565","title":"Carrier Frequency Offset Robust Self-Compensating Neural Network","display_name":"Carrier Frequency Offset Robust Self-Compensating Neural Network","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408030031","doi":"https://doi.org/10.1109/twc.2025.3542565"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2025.3542565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3542565","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/A5056318527","display_name":"Hanmin Sheng","orcid":"https://orcid.org/0000-0001-9231-9884"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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":"Hanmin Sheng","raw_affiliation_strings":["School of Automation Engineering, University of Science and Technology of China, Chengdu, China","School of Automation Engineering, University of Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-9231-9884","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078467158","display_name":"Kai Chen","orcid":"https://orcid.org/0000-0001-9520-4273"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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":"Kai Chen","raw_affiliation_strings":["School of Automation Engineering, University of Science and Technology of China, Chengdu, China","School of Automation Engineering, University of Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-9520-4273","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086501999","display_name":"Wenlong Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I11838497","display_name":"Aviation Industry Corporation of China (China)","ror":"https://ror.org/02wq41p38","country_code":"CN","type":"company","lineage":["https://openalex.org/I11838497"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlong Zeng","raw_affiliation_strings":["Jiangxi Hongdu Aviation Industry Company Ltd., Nanchang, China","School of Automation Engineering, University of Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0004-3879-9003","affiliations":[{"raw_affiliation_string":"Jiangxi Hongdu Aviation Industry Company Ltd., Nanchang, China","institution_ids":["https://openalex.org/I11838497"]},{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012593559","display_name":"Hang Geng","orcid":"https://orcid.org/0000-0001-5491-6071"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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":"Hang Geng","raw_affiliation_strings":["School of Automation Engineering, University of Science and Technology of China, Chengdu, China","School of Automation Engineering, University of Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5491-6071","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101940857","display_name":"Wenjian Ma","orcid":"https://orcid.org/0009-0000-3148-9097"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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":"Wenjian Ma","raw_affiliation_strings":["School of Automation Engineering, University of Science and Technology of China, Chengdu, China","School of Automation Engineering, University of Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0000-3148-9097","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology, Chengdu, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Shafei Wang","orcid":"https://orcid.org/0009-0008-0306-3310"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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":"Shafei Wang","raw_affiliation_strings":["School of Automation Engineering, University of Science and Technology of China, Chengdu, China","School of Automation Engineering, University of Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0008-0306-3310","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Automation Engineering, University of Science and Technology, Chengdu, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3336,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87046874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"24","issue":"5","first_page":"4073","last_page":"4085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.8924999833106995,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.8924999833106995,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10320","display_name":"Neural Networks and Applications","score":0.8849999904632568,"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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.871399998664856,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5579076409339905},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5311720967292786},{"id":"https://openalex.org/keywords/frequency-offset","display_name":"Frequency offset","score":0.4646572172641754},{"id":"https://openalex.org/keywords/carrier-frequency-offset","display_name":"Carrier frequency offset","score":0.44280096888542175},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36050379276275635},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2754269242286682},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.2730349600315094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19110172986984253}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579076409339905},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5311720967292786},{"id":"https://openalex.org/C49319798","wikidata":"https://www.wikidata.org/wiki/Q5502874","display_name":"Frequency offset","level":4,"score":0.4646572172641754},{"id":"https://openalex.org/C2776108382","wikidata":"https://www.wikidata.org/wiki/Q25111451","display_name":"Carrier frequency offset","level":5,"score":0.44280096888542175},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36050379276275635},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2754269242286682},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.2730349600315094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19110172986984253},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2025.3542565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3542565","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":[{"id":"https://openalex.org/G1385932546","display_name":null,"funder_award_id":"62373081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2831643067","display_name":null,"funder_award_id":"U2230206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8766842792","display_name":null,"funder_award_id":"2024NSFSC1483","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1605973608","https://openalex.org/W1839281361","https://openalex.org/W1986510668","https://openalex.org/W2000982976","https://openalex.org/W2002643600","https://openalex.org/W2009716661","https://openalex.org/W2068234053","https://openalex.org/W2092904426","https://openalex.org/W2103192447","https://openalex.org/W2116888164","https://openalex.org/W2117173435","https://openalex.org/W2126638098","https://openalex.org/W2134300254","https://openalex.org/W2135992111","https://openalex.org/W2139590402","https://openalex.org/W2140070574","https://openalex.org/W2157404634","https://openalex.org/W2322506067","https://openalex.org/W2514130777","https://openalex.org/W2734830219","https://openalex.org/W2744207893","https://openalex.org/W2890920214","https://openalex.org/W2916238263","https://openalex.org/W2916820451","https://openalex.org/W2923713650","https://openalex.org/W2956830196","https://openalex.org/W2972893661","https://openalex.org/W3002966321","https://openalex.org/W3017079671","https://openalex.org/W3032977069","https://openalex.org/W3046402950","https://openalex.org/W3118362744","https://openalex.org/W3119448707","https://openalex.org/W3128762715","https://openalex.org/W3176469059","https://openalex.org/W3193513114","https://openalex.org/W4207025702","https://openalex.org/W4213432948","https://openalex.org/W4224000319","https://openalex.org/W4367032225","https://openalex.org/W4383220341","https://openalex.org/W4385944998"],"related_works":["https://openalex.org/W2163799874","https://openalex.org/W2110234499","https://openalex.org/W3175192043","https://openalex.org/W2068304403","https://openalex.org/W2371617615","https://openalex.org/W2540911486","https://openalex.org/W3080284048","https://openalex.org/W2010378487","https://openalex.org/W3147831239","https://openalex.org/W2022242418"],"abstract_inverted_index":{"Automatic":[0],"modulation":[1,81,178],"recognition":[2,62,163],"plays":[3],"a":[4,91,110],"critical":[5],"role":[6],"in":[7,33,56,85,166,186],"modern":[8],"communication":[9,46],"systems":[10],"as":[11,19,75,77],"it":[12,172],"provides":[13],"valuable":[14],"information":[15],"for":[16,66],"tasks":[17],"such":[18],"signal":[20,58],"recognition,":[21],"interference":[22],"jamming,":[23],"and":[24,51,103,145],"interception.":[25],"Despite":[26],"the":[27,57,106,117,126,132,157,167],"significant":[28],"potential":[29],"of":[30,42,119,131,169],"machine":[31],"learning":[32],"this":[34],"field,":[35],"its":[36],"practical":[37],"effectiveness":[38,118,130],"often":[39],"falls":[40],"short":[41],"expectations.":[43],"In":[44],"non-cooperative":[45,86,187],"systems,":[47],"irregular":[48],"phase":[49],"shifts":[50],"carrier":[52],"frequency":[53],"offsets":[54],"(CFO)":[55],"can":[59,173],"negatively":[60],"impact":[61],"accuracy.":[63],"Conventional":[64],"algorithms":[65],"compensating":[67],"CFO,":[68],"including":[69],"those":[70],"reliant":[71],"on":[72,140],"phase-locked":[73],"loops,":[74],"well":[76],"various":[78],"existing":[79],"non-informative":[80],"techniques,":[82],"encounter":[83],"constraints":[84],"environments.":[87],"This":[88],"paper":[89],"presents":[90],"novel":[92],"CFO":[93,98,120],"self-compensating":[94],"neural":[95,107],"network.":[96,108],"A":[97],"compensation":[99],"module":[100],"is":[101,113,123,135],"designed":[102],"integrated":[104],"into":[105,125],"Additionally,":[109,171],"regularization":[111],"term":[112],"proposed":[114,133,158],"to":[115,176],"evaluate":[116],"compensation,":[121],"which":[122],"incorporated":[124],"loss":[127],"function.":[128],"The":[129],"approach":[134],"demonstrated":[136],"through":[137],"experiments":[138],"conducted":[139],"both":[141],"publicly":[142],"accessible":[143],"datasets":[144],"experimentally":[146],"measured":[147],"data":[148],"generated":[149],"using":[150,183],"software-defined":[151],"radio.":[152],"Experimental":[153],"results":[154],"demonstrate":[155],"that":[156,180],"new":[159],"architecture":[160],"maintains":[161],"reliable":[162],"capabilities":[164],"even":[165],"presence":[168],"CFO.":[170],"be":[174],"applied":[175],"all":[177],"schemes":[179],"are":[181],"demodulable":[182],"constellation":[184],"diagrams":[185],"conditions.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
