{"id":"https://openalex.org/W4388214442","doi":"https://doi.org/10.1109/psc57974.2023.10297285","title":"Transceiver-Impairment Mitigation Enabled by Adaptive Symbol Decision with Neural Networks","display_name":"Transceiver-Impairment Mitigation Enabled by Adaptive Symbol Decision with Neural Networks","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4388214442","doi":"https://doi.org/10.1109/psc57974.2023.10297285"},"language":"en","primary_location":{"id":"doi:10.1109/psc57974.2023.10297285","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/psc57974.2023.10297285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Photonics in Switching and Computing (PSC)","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/A5111067267","display_name":"Takuro Ochiai","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takuro Ochiai","raw_affiliation_strings":["Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","Department of information and Communication Engineering, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Department of information and Communication Engineering, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092740061","display_name":"Reiji Higuchi","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Reiji Higuchi","raw_affiliation_strings":["Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","Department of information and Communication Engineering, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Department of information and Communication Engineering, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083593670","display_name":"Takuma Kuno","orcid":"https://orcid.org/0000-0001-5317-1792"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuma Kuno","raw_affiliation_strings":["Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","Department of information and Communication Engineering, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Department of information and Communication Engineering, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016767103","display_name":"Ryuta Shiraki","orcid":"https://orcid.org/0000-0002-7991-4109"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryuta Shiraki","raw_affiliation_strings":["Communications and Computer Engineering, Kyoto University,Kyoto,Japan","Communications and Computer Engineering, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Communications and Computer Engineering, Kyoto University,Kyoto,Japan","institution_ids":["https://openalex.org/I22299242"]},{"raw_affiliation_string":"Communications and Computer Engineering, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042669891","display_name":"Yojiro Mori","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yojiro Mori","raw_affiliation_strings":["Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","Department of information and Communication Engineering, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Department of information and Communication Engineering, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101725869","display_name":"Hiroshi Hasegawa","orcid":"https://orcid.org/0000-0002-8987-5502"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Hasegawa","raw_affiliation_strings":["Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","Department of information and Communication Engineering, Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya University,Department of information and Communication Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Department of information and Communication Engineering, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5111067267"],"corresponding_institution_ids":["https://openalex.org/I60134161"],"apc_list":null,"apc_paid":null,"fwci":0.1337,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45898169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9997000098228455,"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/T10232","display_name":"Optical Network Technologies","score":0.9997000098228455,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9965000152587891,"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":0.9952999949455261,"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/transceiver","display_name":"Transceiver","score":0.9144895672798157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7109925150871277},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6689968109130859},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5708713531494141},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.566240131855011},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.5515223145484924},{"id":"https://openalex.org/keywords/phase-noise","display_name":"Phase noise","score":0.509681224822998},{"id":"https://openalex.org/keywords/qam","display_name":"QAM","score":0.45409271121025085},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.44699326157569885},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4225095212459564},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.29230010509490967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25168129801750183},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2387222945690155},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23434486985206604},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.19326168298721313},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15433654189109802},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.14817175269126892},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1159757673740387}],"concepts":[{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.9144895672798157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7109925150871277},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6689968109130859},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5708713531494141},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.566240131855011},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.5515223145484924},{"id":"https://openalex.org/C89631360","wikidata":"https://www.wikidata.org/wiki/Q1428766","display_name":"Phase noise","level":2,"score":0.509681224822998},{"id":"https://openalex.org/C59030546","wikidata":"https://www.wikidata.org/wiki/Q7265371","display_name":"QAM","level":5,"score":0.45409271121025085},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.44699326157569885},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4225095212459564},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.29230010509490967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25168129801750183},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2387222945690155},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23434486985206604},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.19326168298721313},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15433654189109802},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.14817175269126892},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1159757673740387},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/psc57974.2023.10297285","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/psc57974.2023.10297285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Photonics in Switching and Computing (PSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3356215740","display_name":null,"funder_award_id":"JPMJAX22A8","funder_id":"https://openalex.org/F4320335839","funder_display_name":"National Institute of Information and Communications Technology"}],"funders":[{"id":"https://openalex.org/F4320335839","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2033160015","https://openalex.org/W2990190468","https://openalex.org/W3024786273","https://openalex.org/W3138806262","https://openalex.org/W3169543745","https://openalex.org/W3193084984","https://openalex.org/W3200605516","https://openalex.org/W4206997103","https://openalex.org/W4293153023","https://openalex.org/W4294301037","https://openalex.org/W4377082852","https://openalex.org/W4380683300","https://openalex.org/W4387756648"],"related_works":["https://openalex.org/W4390873927","https://openalex.org/W2159438609","https://openalex.org/W2900995485","https://openalex.org/W2147334234","https://openalex.org/W3196902411","https://openalex.org/W2139936226","https://openalex.org/W1970526599","https://openalex.org/W3026565890","https://openalex.org/W2064534496","https://openalex.org/W2161389097"],"abstract_inverted_index":{"We":[0],"propose":[1],"to":[2,10],"use":[3,31],"symbol":[4],"decision":[5],"based":[6],"on":[7],"neural":[8,48],"networks":[9,49],"alleviate":[11],"the":[12,30,38,45,57],"impacts":[13],"of":[14,32,47],"quantization":[15],"noise,":[16,19],"laser":[17],"phase":[18],"IQ":[20],"impairments,":[21],"and":[22],"their":[23],"interactions.":[24],"Our":[25],"DSP-assisted":[26],"transceiver":[27,34],"design":[28],"allows":[29],"low-cost":[33],"hardware":[35],"while":[36],"satisfying":[37],"performance":[39],"requirements.":[40],"Extensive":[41],"computer":[42],"simulations":[43],"show":[44],"effectiveness":[46],"when":[50],"higher-order":[51],"QAM":[52],"signals":[53],"are":[54],"contaminated":[55],"by":[56],"above":[58],"impairments.":[59]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
