{"id":"https://openalex.org/W4402125057","doi":"https://doi.org/10.1109/icton62926.2024.10647797","title":"Neural Network-Assisted Self-Coherent MCF Systems Impaired by ICXT and Laser Phase Noise","display_name":"Neural Network-Assisted Self-Coherent MCF Systems Impaired by ICXT and Laser Phase Noise","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4402125057","doi":"https://doi.org/10.1109/icton62926.2024.10647797"},"language":"en","primary_location":{"id":"doi:10.1109/icton62926.2024.10647797","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icton62926.2024.10647797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 24th International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5089657054","display_name":"Tiago M. F. Alves","orcid":"https://orcid.org/0000-0001-7382-0737"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Tiago M. F. Alves","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Lisboa,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Lisboa,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109774369","display_name":"Lucas Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lucas Oliveira","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Lisboa,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Lisboa,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027587276","display_name":"Adolfo V. T. Cartaxo","orcid":"https://orcid.org/0000-0002-4514-2737"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Adolfo V. T. Cartaxo","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Lisboa,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Lisboa,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210120471"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17766131,"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/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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9984999895095825,"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/T10988","display_name":"Advanced Fiber Laser Technologies","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phase-noise","display_name":"Phase noise","score":0.5921528339385986},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5264419317245483},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.5079851746559143},{"id":"https://openalex.org/keywords/mcf-7","display_name":"MCF-7","score":0.45036834478378296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4277510344982147},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4261259138584137},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3411056399345398},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.26675945520401},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25225287675857544},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10784336924552917}],"concepts":[{"id":"https://openalex.org/C89631360","wikidata":"https://www.wikidata.org/wiki/Q1428766","display_name":"Phase noise","level":2,"score":0.5921528339385986},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5264419317245483},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.5079851746559143},{"id":"https://openalex.org/C109541995","wikidata":"https://www.wikidata.org/wiki/Q1881253","display_name":"MCF-7","level":5,"score":0.45036834478378296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4277510344982147},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4261259138584137},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3411056399345398},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.26675945520401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25225287675857544},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10784336924552917},{"id":"https://openalex.org/C2994423619","wikidata":"https://www.wikidata.org/wiki/Q9103","display_name":"Human breast","level":4,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C96232424","wikidata":"https://www.wikidata.org/wiki/Q4118072","display_name":"Cancer cell","level":3,"score":0.0},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icton62926.2024.10647797","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icton62926.2024.10647797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 24th International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2788357610","https://openalex.org/W2794389864","https://openalex.org/W2915899810","https://openalex.org/W2950224400","https://openalex.org/W3182421448","https://openalex.org/W3195948031","https://openalex.org/W4224308326","https://openalex.org/W4285121597","https://openalex.org/W4392078448","https://openalex.org/W6764044578","https://openalex.org/W6869329360"],"related_works":["https://openalex.org/W2954663979","https://openalex.org/W3216288211","https://openalex.org/W2909736297","https://openalex.org/W3043294106","https://openalex.org/W2123529301","https://openalex.org/W4287756384","https://openalex.org/W3124023829","https://openalex.org/W2991686973","https://openalex.org/W2352399581","https://openalex.org/W2510640756"],"abstract_inverted_index":{"The":[0],"performance":[1,55],"of":[2,17,35,39,47,75,86,98,108,179],"64":[3],"Gbaud":[4],"self-coherent":[5],"MCF":[6],"systems":[7],"assisted":[8],"by":[9,28],"neural":[10,49,77,135,159,169],"networks":[11,136],"to":[12,130,154,174],"mitigate":[13,175],"the":[14,18,33,36,40,44,48,53,68,72,76,83,87,91,95,99,109,119,123,132,140,158,168,176,180],"combined":[15,177],"effect":[16,178],"intercore":[19,120],"crosstalk":[20],"(ICXT)":[21],"and":[22,51,90,122,182,186],"laser":[23,183],"phase":[24,41,46,69,74,84,96,101,144,166,184],"noise":[25,42,70,85,97,185],"is":[26,56,79,102,113,171,190],"assessed":[27],"numerical":[29],"simulation.":[30],"In":[31],"particular,":[32],"impact":[34],"fast":[37],"fluctuations":[38],"on":[43,52],"training":[45,73,100],"network":[50,78,170],"system":[54,188],"discussed.":[57],"For":[58,139],"this,":[59],"two":[60],"different":[61],"cases":[62],"are":[63],"analysed:":[64],"one":[65,107,129],"in":[66,93],"which":[67,94],"inside":[71],"highly":[80],"correlated":[81,104,143,163],"with":[82,105,137,142],"transmission":[88,110],"scenario,":[89],"other":[92],"weakly":[103,162],"that":[106],"scenario.":[111],"This":[112],"performed":[114],"for":[115,134],"a":[116],"product":[117],"between":[118],"skew":[121],"symbol":[124],"rate":[125],"much":[126],"lower":[127],"than":[128],"avoid":[131],"need":[133],"memory.":[138],"case":[141],"noise,":[145,167],"results":[146],"show":[147],"an":[148],"outage":[149],"probability":[150],"improvement":[151,189],"from":[152],"36.5%":[153],"14.5%":[155],"after":[156],"applying":[157],"network.":[160],"With":[161],"or":[164],"uncorrelated":[165],"not":[172],"able":[173],"ICXT":[181],"no":[187],"observed.":[191]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
