{"id":"https://openalex.org/W3119819998","doi":"https://doi.org/10.1109/icspcs50536.2020.9310047","title":"Ensemble Extreme Learning Machine Based Equalizers for OFDM Systems","display_name":"Ensemble Extreme Learning Machine Based Equalizers for OFDM Systems","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3119819998","doi":"https://doi.org/10.1109/icspcs50536.2020.9310047","mag":"3119819998"},"language":"en","primary_location":{"id":"doi:10.1109/icspcs50536.2020.9310047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcs50536.2020.9310047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03213651","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035423507","display_name":"Michel Saideh","orcid":"https://orcid.org/0000-0002-1418-2461"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'\u00e9lectronique de micro\u00e9lectronique et de nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I137614889","https://openalex.org/I2279609970","https://openalex.org/I3132279224","https://openalex.org/I4210095849","https://openalex.org/I4210123471","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806","https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Saideh","raw_affiliation_strings":["IEMN lab, Univ. Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEMN lab, Univ. Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210123471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030974521","display_name":"Eric Pierre Simon","orcid":"https://orcid.org/0000-0002-4430-3121"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'\u00e9lectronique de micro\u00e9lectronique et de nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I137614889","https://openalex.org/I2279609970","https://openalex.org/I3132279224","https://openalex.org/I4210095849","https://openalex.org/I4210123471","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806","https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Pierre Simon","raw_affiliation_strings":["IEMN lab, Univ. Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEMN lab, Univ. Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210123471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101967197","display_name":"Joumana Farah","orcid":"https://orcid.org/0000-0003-0717-3839"},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Joumana Farah","raw_affiliation_strings":["Faculty of Engineering, Lebanese Univ., Roumieh, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Lebanese Univ., Roumieh, Lebanon","institution_ids":["https://openalex.org/I160368002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058615533","display_name":"Jonathan Villain","orcid":"https://orcid.org/0000-0002-6833-7588"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jonathan Villain","raw_affiliation_strings":["COSYS-LEOST, Univ Gustave Eiffel, IFSTTAR, Univ Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COSYS-LEOST, Univ Gustave Eiffel, IFSTTAR, Univ Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032829313","display_name":"Anthony Fleury","orcid":"https://orcid.org/0000-0002-0175-3181"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210133642","display_name":"IMT Nord Europe","ror":"https://ror.org/042rh9p26","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210133642"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anthony Fleury","raw_affiliation_strings":["IMT Lille Douai, CERI SN and Univ. Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Lille Douai, CERI SN and Univ. Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210133642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062702459","display_name":"Virginie Deniau","orcid":"https://orcid.org/0000-0002-8802-911X"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Virginie Deniau","raw_affiliation_strings":["COSYS-LEOST, Univ Gustave Eiffel, IFSTTAR, Univ Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COSYS-LEOST, Univ Gustave Eiffel, IFSTTAR, Univ Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210154111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091877646","display_name":"Christophe Gransart","orcid":"https://orcid.org/0000-0003-4781-8654"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Gransart","raw_affiliation_strings":["COSYS-LEOST, Univ Gustave Eiffel, IFSTTAR, Univ Lille, Villeneuve d'Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COSYS-LEOST, Univ Gustave Eiffel, IFSTTAR, Univ Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210154111"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"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/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9954000115394592,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8558498620986938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7988168001174927},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7468260526657104},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5593152046203613},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.5371912121772766},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.506093442440033},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.49904680252075195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46111512184143066},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.4567810297012329},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4543251097202301},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.20127853751182556},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1979457437992096}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8558498620986938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7988168001174927},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7468260526657104},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5593152046203613},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.5371912121772766},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.506093442440033},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.49904680252075195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46111512184143066},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4567810297012329},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4543251097202301},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.20127853751182556},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1979457437992096},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/icspcs50536.2020.9310047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcs50536.2020.9310047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03213651v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03213651","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS), Dec 2020, Adelaide (en ligne), Australia. pp.1-6, &#x27E8;10.1109/icspcs50536.2020.9310047&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/55559","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/55559","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/35424","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/35424","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS 2020)","raw_type":"Communication dans un congr\u00e8s avec actes"},{"id":"pmh:oai:zenodo.org:17476587","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICSPCS50536.2020.9310047","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICSPCS, 14th International Conference on Signal Processing and Communication Systems, Adelaide, SA, Australia, 14-16 December 2020","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03213651v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03213651","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS), Dec 2020, Adelaide (en ligne), Australia. pp.1-6, &#x27E8;10.1109/icspcs50536.2020.9310047&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W976938947","https://openalex.org/W1492221128","https://openalex.org/W1966128506","https://openalex.org/W1999542175","https://openalex.org/W2061082730","https://openalex.org/W2111072639","https://openalex.org/W2163572752","https://openalex.org/W2944933595","https://openalex.org/W2963190722","https://openalex.org/W2963374765","https://openalex.org/W2988549429"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W1584764049","https://openalex.org/W2743832667","https://openalex.org/W3009797526"],"abstract_inverted_index":{"Extreme":[0],"Learning":[1],"Machine":[2],"(ELM)":[3],"technology":[4],"has":[5],"started":[6],"gaining":[7],"interest":[8],"in":[9,40,66],"the":[10,34,46,76,101],"channel":[11,47,112],"estimation":[12],"and":[13,27,111],"equalization":[14],"aspects":[15],"of":[16,59,75,103],"wireless":[17],"communications":[18],"systems.":[19],"This":[20],"is":[21],"due":[22],"to":[23,37,80],"its":[24],"fast":[25],"training":[26,60],"global":[28],"optimization":[29],"capabilities":[30],"that":[31,87],"might":[32],"allow":[33],"ELM-based":[35],"receivers":[36],"be":[38],"deployed":[39],"an":[41],"online":[42],"mode":[43],"while":[44,93],"facing":[45],"scenario":[48],"at":[49],"hand.":[50],"However,":[51],"ELM":[52,85],"still":[53],"needs":[54],"a":[55],"relatively":[56],"large":[57],"amount":[58],"samples,":[61],"thus":[62],"causing":[63],"important":[64],"losses":[65],"spectral":[67,91],"resources.":[68],"In":[69],"this":[70],"work,":[71],"we":[72,99],"make":[73],"use":[74],"ensemble":[77,83],"learning":[78],"theory":[79],"propose":[81],"different":[82,108,116],"learning-based":[84],"equalizers":[86,106],"need":[88],"much":[89],"less":[90],"resources,":[92],"achieving":[94],"better":[95],"performance":[96],"accuracy.":[97],"Also,":[98],"verify":[100],"robustness":[102],"our":[104],"proposed":[105],"within":[107],"communication":[109],"settings":[110],"scenarios":[113],"by":[114],"conducting":[115],"Monte":[117],"Carlo":[118],"simulations.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
