{"id":"https://openalex.org/W4417052553","doi":"https://doi.org/10.1109/ecoc66593.2025.11262943","title":"Transfer-Learning-Driven Neural Network Equalization for Ultra-High-Capacity $254.7-\\text{Tb} / \\mathrm{s}$ Over $200-\\text{km}$ SSMF","display_name":"Transfer-Learning-Driven Neural Network Equalization for Ultra-High-Capacity $254.7-\\text{Tb} / \\mathrm{s}$ Over $200-\\text{km}$ SSMF","publication_year":2025,"publication_date":"2025-09-28","ids":{"openalex":"https://openalex.org/W4417052553","doi":"https://doi.org/10.1109/ecoc66593.2025.11262943"},"language":null,"primary_location":{"id":"doi:10.1109/ecoc66593.2025.11262943","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc66593.2025.11262943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Conference on Optical Communications (ECOC)","raw_type":"proceedings-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/A5100958367","display_name":"Qingyu He","orcid":"https://orcid.org/0009-0009-1466-3079"},"institutions":[{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qingyu He","raw_affiliation_strings":["China Information Communication Technologies Group Corporation,State Key Laboratory of Optical Communication Technologies and Networks"],"affiliations":[{"raw_affiliation_string":"China Information Communication Technologies Group Corporation,State Key Laboratory of Optical Communication Technologies and Networks","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010232789","display_name":"Tianqian Zhang","orcid":"https://orcid.org/0009-0000-0771-1401"},"institutions":[{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianqian Zhang","raw_affiliation_strings":["China Information Communication Technologies Group Corporation,State Key Laboratory of Optical Communication Technologies and Networks"],"affiliations":[{"raw_affiliation_string":"China Information Communication Technologies Group Corporation,State Key Laboratory of Optical Communication Technologies and Networks","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014849051","display_name":"Ming Luo","orcid":"https://orcid.org/0000-0002-7291-1706"},"institutions":[{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Luo","raw_affiliation_strings":["China Information Communication Technologies Group Corporation,State Key Laboratory of Optical Communication Technologies and Networks"],"affiliations":[{"raw_affiliation_string":"China Information Communication Technologies Group Corporation,State Key Laboratory of Optical Communication Technologies and Networks","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064234918","display_name":"Guoxing Zheng","orcid":"https://orcid.org/0000-0002-3226-4735"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoxing Zheng","raw_affiliation_strings":["Peng Cheng Laboratory"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658774","display_name":"Yaqin Wang","orcid":"https://orcid.org/0000-0002-5724-1871"},"institutions":[{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqin Wang","raw_affiliation_strings":["Fiberhome Telecommunication Technologies Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Fiberhome Telecommunication Technologies Co., Ltd","institution_ids":["https://openalex.org/I4210155232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067513490","display_name":"Liang Mei","orcid":"https://orcid.org/0009-0008-7062-1570"},"institutions":[{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Mei","raw_affiliation_strings":["Fiberhome Telecommunication Technologies Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Fiberhome Telecommunication Technologies Co., Ltd","institution_ids":["https://openalex.org/I4210155232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009576623","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0002-3459-5079"},"institutions":[{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wu","raw_affiliation_strings":["Fiberhome Telecommunication Technologies Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Fiberhome Telecommunication Technologies Co., Ltd","institution_ids":["https://openalex.org/I4210155232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722672","display_name":"Xu Zhang","orcid":"https://orcid.org/0000-0001-7924-9527"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhang","raw_affiliation_strings":["Peng Cheng Laboratory"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005744531","display_name":"Zhixue He","orcid":"https://orcid.org/0000-0001-8533-2247"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixue He","raw_affiliation_strings":["Peng Cheng Laboratory"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062171290","display_name":"Dechao Zhang","orcid":"https://orcid.org/0009-0000-4213-7951"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dechao Zhang","raw_affiliation_strings":["China Mobile Research Institute,Department of Fundamental Network Technology"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Department of Fundamental Network Technology","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090454096","display_name":"Mingqing Zuo","orcid":"https://orcid.org/0000-0003-2369-5362"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqing Zuo","raw_affiliation_strings":["China Mobile Research Institute,Department of Fundamental Network Technology"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Department of Fundamental Network Technology","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391517","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-9599-8023"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["China Mobile Research Institute,Department of Fundamental Network Technology"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Department of Fundamental Network Technology","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015901156","display_name":"Xi Xiao","orcid":"https://orcid.org/0000-0003-3696-877X"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Xiao","raw_affiliation_strings":["Peng Cheng Laboratory"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5100958367"],"corresponding_institution_ids":["https://openalex.org/I4210167249"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21573054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.42260000109672546,"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":0.42260000109672546,"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/T10232","display_name":"Optical Network Technologies","score":0.249099999666214,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.0731000006198883,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.5924000144004822},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5857999920845032},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5640000104904175},{"id":"https://openalex.org/keywords/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.5268999934196472},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5210000276565552},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.39169999957084656},{"id":"https://openalex.org/keywords/equalizer","display_name":"Equalizer","score":0.37790000438690186},{"id":"https://openalex.org/keywords/optical-communication","display_name":"Optical communication","score":0.36309999227523804},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.36090001463890076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6144000291824341},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.5924000144004822},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5857999920845032},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5640000104904175},{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.5268999934196472},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5210000276565552},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5164999961853027},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C67545415","wikidata":"https://www.wikidata.org/wiki/Q5384218","display_name":"Equalizer","level":3,"score":0.37790000438690186},{"id":"https://openalex.org/C129404179","wikidata":"https://www.wikidata.org/wiki/Q1469765","display_name":"Optical communication","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.36090001463890076},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.3490000069141388},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C113608303","wikidata":"https://www.wikidata.org/wiki/Q1056835","display_name":"Transmission system","level":3,"score":0.31850001215934753},{"id":"https://openalex.org/C2778812306","wikidata":"https://www.wikidata.org/wiki/Q1275318","display_name":"Channel spacing","level":4,"score":0.3138999938964844},{"id":"https://openalex.org/C2983848023","wikidata":"https://www.wikidata.org/wiki/Q733553","display_name":"Transmission channel","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C45613198","wikidata":"https://www.wikidata.org/wiki/Q1134091","display_name":"Optical filter","level":2,"score":0.31060001254081726},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2840999960899353},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2793000042438507},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.27459999918937683},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2734000086784363},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.2612000107765198}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecoc66593.2025.11262943","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc66593.2025.11262943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Conference on Optical Communications (ECOC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2798360594","https://openalex.org/W3003210365","https://openalex.org/W3037521728","https://openalex.org/W3089115390","https://openalex.org/W3119358936","https://openalex.org/W3186360695","https://openalex.org/W3197509838","https://openalex.org/W4214826540","https://openalex.org/W4405023028","https://openalex.org/W4410993469"],"related_works":[],"abstract_inverted_index":{"We":[0],"experimentally":[1],"demonstrate":[2],"a":[3],"GMI-estimated":[4],"254.7-Tb/s":[5],"S+C+L":[6],"band":[7],"transmission":[8],"applying":[9,16],"DWDM":[10],"over":[11],"200-km":[12],"SSMF.":[13],"NN-based":[14],"equalizers":[15],"transfer":[17],"learning":[18],"(TL)":[19],"are":[20],"deployed":[21],"parallelly":[22],"and":[23],"the":[24,35],"RX-DSP":[25],"of":[26],"each":[27],"WDM":[28],"channel":[29],"is":[30],"optimized.":[31],"Covering":[32],"19.8-THz":[33],"spectrum,":[34],"system":[36],"SE":[37],"reaches":[38],"12.86-bit/s/Hz.":[39],"\u00a92025":[40],"The":[41],"Author(s)":[42]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-12-05T00:00:00"}