{"id":"https://openalex.org/W4223435504","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824100","title":"Blind channel equalization based on Complex-valued neural network and probability density fitting","display_name":"Blind channel equalization based on Complex-valued neural network and probability density fitting","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4223435504","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824100"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824100","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://imt.hal.science/hal-03633511/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036710494","display_name":"Chouaib Farhati","orcid":"https://orcid.org/0009-0000-5223-1407"},"institutions":[{"id":"https://openalex.org/I176902721","display_name":"Carthage College","ror":"https://ror.org/00wkay776","country_code":"US","type":"education","lineage":["https://openalex.org/I176902721"]},{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN","US"],"is_corresponding":true,"raw_author_name":"Chouaib Farhati","raw_affiliation_strings":["Carthage University,Supcom Lab-MEDIATRON,Ariana,Tunisie","Ecole sup\u00e9rieure des communications de Tunis"],"affiliations":[{"raw_affiliation_string":"Carthage University,Supcom Lab-MEDIATRON,Ariana,Tunisie","institution_ids":["https://openalex.org/I176902721","https://openalex.org/I179097149"]},{"raw_affiliation_string":"Ecole sup\u00e9rieure des communications de Tunis","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076779299","display_name":"Souhaila Fki","orcid":null},"institutions":[{"id":"https://openalex.org/I176902721","display_name":"Carthage College","ror":"https://ror.org/00wkay776","country_code":"US","type":"education","lineage":["https://openalex.org/I176902721"]},{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN","US"],"is_corresponding":false,"raw_author_name":"Souhaila Fki","raw_affiliation_strings":["Carthage University,Supcom Lab-MEDIATRON,Ariana,Tunisie","Ecole sup\u00e9rieure des communications de Tunis"],"affiliations":[{"raw_affiliation_string":"Carthage University,Supcom Lab-MEDIATRON,Ariana,Tunisie","institution_ids":["https://openalex.org/I176902721","https://openalex.org/I179097149"]},{"raw_affiliation_string":"Ecole sup\u00e9rieure des communications de Tunis","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Abdeldjali Aissa El Bey","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdeldjali Aissa El Bey","raw_affiliation_strings":["UMR CNRS 6285 Lab-STICC, IMT Atlantique,Brest,France,F-29238","Equipe Communication System Design","D\u00e9partement Mathematical and Electrical Engineering"],"affiliations":[{"raw_affiliation_string":"UMR CNRS 6285 Lab-STICC, IMT Atlantique,Brest,France,F-29238","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I1294671590","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"Equipe Communication System Design","institution_ids":[]},{"raw_affiliation_string":"D\u00e9partement Mathematical and Electrical Engineering","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056406326","display_name":"Fatma Abdelkefi","orcid":"https://orcid.org/0000-0003-3523-2218"},"institutions":[{"id":"https://openalex.org/I176902721","display_name":"Carthage College","ror":"https://ror.org/00wkay776","country_code":"US","type":"education","lineage":["https://openalex.org/I176902721"]},{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN","US"],"is_corresponding":false,"raw_author_name":"Fatma Abdelkefi","raw_affiliation_strings":["Carthage University,Supcom Lab-MEDIATRON,Ariana,Tunisie","Ecole sup\u00e9rieure des communications de Tunis"],"affiliations":[{"raw_affiliation_string":"Carthage University,Supcom Lab-MEDIATRON,Ariana,Tunisie","institution_ids":["https://openalex.org/I176902721","https://openalex.org/I179097149"]},{"raw_affiliation_string":"Ecole sup\u00e9rieure des communications de Tunis","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036710494"],"corresponding_institution_ids":["https://openalex.org/I176902721","https://openalex.org/I179097149"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00881335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"773","last_page":"777"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9617999792098999,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9498000144958496,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6626962423324585},{"id":"https://openalex.org/keywords/blind-equalization","display_name":"Blind equalization","score":0.6414185762405396},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5904526710510254},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5702212452888489},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.5585802793502808},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.548051118850708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3843185007572174},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3520345091819763},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24581146240234375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23950600624084473},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1390550136566162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6626962423324585},{"id":"https://openalex.org/C41425797","wikidata":"https://www.wikidata.org/wiki/Q4926640","display_name":"Blind equalization","level":4,"score":0.6414185762405396},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5904526710510254},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5702212452888489},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.5585802793502808},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.548051118850708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3843185007572174},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3520345091819763},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24581146240234375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23950600624084473},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1390550136566162}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824100","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03633511v1","is_oa":true,"landing_page_url":"https://imt.hal.science/hal-03633511","pdf_url":"https://imt.hal.science/hal-03633511/document","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://iwcmc.org/2022/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03633511v1","is_oa":true,"landing_page_url":"https://imt.hal.science/hal-03633511","pdf_url":"https://imt.hal.science/hal-03633511/document","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://iwcmc.org/2022/","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4223435504.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2017583908","https://openalex.org/W2027040797","https://openalex.org/W2048446345","https://openalex.org/W2054720536","https://openalex.org/W2058399474","https://openalex.org/W2118695828","https://openalex.org/W2144955380","https://openalex.org/W2145060714","https://openalex.org/W2151316886","https://openalex.org/W2152623266","https://openalex.org/W2606936966","https://openalex.org/W2962782499","https://openalex.org/W3003524576","https://openalex.org/W3023243379","https://openalex.org/W3144924060","https://openalex.org/W6676179798"],"related_works":["https://openalex.org/W2389760601","https://openalex.org/W2388451524","https://openalex.org/W2535964977","https://openalex.org/W2386539210","https://openalex.org/W2145243777","https://openalex.org/W2521737159","https://openalex.org/W2132255361","https://openalex.org/W1952679238","https://openalex.org/W2590541506","https://openalex.org/W1511547174"],"abstract_inverted_index":{"In":[0],"this":[1,40,44],"paper,":[2],"we":[3,15,37],"study":[4],"blind":[5],"equalization":[6],"techniques":[7],"to":[8,42],"reduce":[9],"the":[10,64,69,74],"intersymbol":[11],"interference":[12],"(ISI)":[13],"and":[14,77,94],"are":[16,58],"particularly":[17],"interested":[18],"in":[19,39,46,87],"equalizers":[20],"based":[21],"on":[22],"probability":[23],"density":[24],"fitting":[25],"(PDF).":[26],"The":[27,55],"PDF":[28,76],"criterion":[29,45],"was":[30],"used":[31],"with":[32],"conventional":[33],"linear":[34],"equalizers.":[35],"So":[36],"try":[38],"paper":[41],"use":[43],"a":[47,51,84],"nonlinear":[48],"context":[49],"using":[50],"neural":[52],"network":[53,56],"architecture.":[54],"weights":[57],"updated":[59],"by":[60],"minimizing,":[61],"at":[62],"first,":[63],"stochastic":[65],"quadratic":[66,71],"distance,":[67],"then":[68],"Multimodulus":[70],"distance":[72],"between":[73],"equalized":[75],"some":[78],"target":[79],"distribution.":[80],"Our":[81],"approach":[82],"shows":[83],"better":[85],"performance":[86],"terms":[88],"of":[89],"mean":[90],"square":[91],"error":[92,96],"(MSE)":[93],"symbol":[95],"rate":[97],"(SER).":[98]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2022-04-14T00:00:00"}
