{"id":"https://openalex.org/W4315629684","doi":"https://doi.org/10.1109/globecom48099.2022.10000630","title":"Blind and Channel-agnostic Equalization Using Adversarial Networks","display_name":"Blind and Channel-agnostic Equalization Using Adversarial Networks","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4315629684","doi":"https://doi.org/10.1109/globecom48099.2022.10000630"},"language":"en","primary_location":{"id":"doi:10.1109/globecom48099.2022.10000630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom48099.2022.10000630","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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/A5025382117","display_name":"Vincent Lauinger","orcid":"https://orcid.org/0000-0002-4128-2302"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vincent Lauinger","raw_affiliation_strings":["Communications Engineering Lab (CEL),Karlsruhe Institute of Technology (KIT),Germany","Karlsruhe Institute of Technology (KIT), Communications Engineering Lab (CEL), Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communications Engineering Lab (CEL),Karlsruhe Institute of Technology (KIT),Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Communications Engineering Lab (CEL), Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040059782","display_name":"Manuel Hoffmann","orcid":"https://orcid.org/0000-0002-1431-2262"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel Hoffmann","raw_affiliation_strings":["Communications Engineering Lab (CEL),Karlsruhe Institute of Technology (KIT),Germany","Karlsruhe Institute of Technology (KIT), Communications Engineering Lab (CEL), Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communications Engineering Lab (CEL),Karlsruhe Institute of Technology (KIT),Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Communications Engineering Lab (CEL), Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044188420","display_name":"Jonas Ney","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Ney","raw_affiliation_strings":["University of Kaiserslautern,Microelectronic Systems Design (EMS),Germany","Microelectronic Systems Design (EMS), University of Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern,Microelectronic Systems Design (EMS),Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"Microelectronic Systems Design (EMS), University of Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059285190","display_name":"Norbert Wehn","orcid":"https://orcid.org/0000-0002-9010-086X"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norbert Wehn","raw_affiliation_strings":["University of Kaiserslautern,Microelectronic Systems Design (EMS),Germany","Microelectronic Systems Design (EMS), University of Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern,Microelectronic Systems Design (EMS),Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"Microelectronic Systems Design (EMS), University of Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053280913","display_name":"Laurent Schmalen","orcid":"https://orcid.org/0000-0002-1459-9128"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laurent Schmalen","raw_affiliation_strings":["Communications Engineering Lab (CEL),Karlsruhe Institute of Technology (KIT),Germany","Karlsruhe Institute of Technology (KIT), Communications Engineering Lab (CEL), Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communications Engineering Lab (CEL),Karlsruhe Institute of Technology (KIT),Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Communications Engineering Lab (CEL), Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3691,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55260624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"585","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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":1.0,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9976999759674072,"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":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7877773642539978},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5981290340423584},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5329839587211609},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5000519752502441},{"id":"https://openalex.org/keywords/transceiver","display_name":"Transceiver","score":0.49926090240478516},{"id":"https://openalex.org/keywords/adaptive-equalizer","display_name":"Adaptive equalizer","score":0.49735549092292786},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4721817076206207},{"id":"https://openalex.org/keywords/blind-equalization","display_name":"Blind equalization","score":0.46923619508743286},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.37745505571365356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36892467737197876},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3597717881202698},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2526947557926178},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.18589580059051514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877773642539978},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5981290340423584},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5329839587211609},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5000519752502441},{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.49926090240478516},{"id":"https://openalex.org/C25125847","wikidata":"https://www.wikidata.org/wiki/Q4680741","display_name":"Adaptive equalizer","level":4,"score":0.49735549092292786},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4721817076206207},{"id":"https://openalex.org/C41425797","wikidata":"https://www.wikidata.org/wiki/Q4926640","display_name":"Blind equalization","level":4,"score":0.46923619508743286},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.37745505571365356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36892467737197876},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3597717881202698},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2526947557926178},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.18589580059051514},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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":1,"locations":[{"id":"doi:10.1109/globecom48099.2022.10000630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom48099.2022.10000630","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":15,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W2097987904","https://openalex.org/W2489777453","https://openalex.org/W2755167349","https://openalex.org/W2921104505","https://openalex.org/W3010470037","https://openalex.org/W3017498093","https://openalex.org/W3100941567","https://openalex.org/W3111000293","https://openalex.org/W4210423965","https://openalex.org/W6631190155","https://openalex.org/W6718379498","https://openalex.org/W6745560452","https://openalex.org/W6746638498","https://openalex.org/W6755312952"],"related_works":["https://openalex.org/W2545553786","https://openalex.org/W2349154090","https://openalex.org/W2993703512","https://openalex.org/W2133621247","https://openalex.org/W2186363603","https://openalex.org/W2384751807","https://openalex.org/W2118910124","https://openalex.org/W2077238713","https://openalex.org/W2387081227","https://openalex.org/W2037713886"],"abstract_inverted_index":{"Due":[0],"to":[1,19,107,155],"the":[2,8,36,70,90,93,101,108,117,122,147,150,157,170,173],"rapid":[3],"development":[4],"of":[5,10,30,92,116,124,139,149,159,172],"autonomous":[6],"driving,":[7],"Internet":[9],"Things":[11],"and":[12,25,32,35,53,105,120,142,145,168],"streaming":[13],"services,":[14],"modern":[15],"communication":[16],"systems":[17],"have":[18],"cope":[20],"with":[21,80],"varying":[22],"channel":[23,109],"conditions":[24],"a":[26,63,165],"steadily":[27],"rising":[28,38],"number":[29],"users":[31],"devices.":[33],"This,":[34],"still":[37],"bandwidth":[39],"demands,":[40],"can":[41],"only":[42,87],"be":[43],"met":[44],"by":[45,76],"intelligent":[46],"network":[47,127],"automation,":[48],"which":[49,68],"requires":[50],"highly":[51],"flexible":[52],"blind":[54,99,152],"transceiver":[55],"algorithms.":[56],"To":[57],"tackle":[58],"those":[59],"challenges,":[60],"we":[61,133,163],"propose":[62],"novel":[64],"adaptive":[65],"equalization":[66],"scheme,":[67],"exploits":[69],"prosperous":[71],"advances":[72],"in":[73,137],"deep":[74],"learning":[75,85,153],"training":[77],"an":[78,81],"equalizer":[79,118],"adversarial":[82],"network.":[83],"The":[84,111],"is":[86,98,114],"based":[88,128],"on":[89],"statistics":[91],"transmit":[94,103],"signal,":[95],"so":[96],"it":[97],"regarding":[100],"actual":[102],"symbols":[104],"agnostic":[106],"model.":[110],"proposed":[112,151],"approach":[113,156],"independent":[115],"topology":[119],"enables":[121],"application":[123],"powerful":[125],"neural":[126],"equalizers.":[129,161],"In":[130],"this":[131,135],"work,":[132],"prove":[134],"concept":[136],"simulations":[138],"different\u2015both":[140],"linear":[141],"nonlinear\u2015transmission":[143],"channels":[144],"demonstrate":[146],"capability":[148],"scheme":[154],"performance":[158],"non-blind":[160],"Furthermore,":[162],"provide":[164],"theoretical":[166],"perspective":[167],"highlight":[169],"challenges":[171],"approach.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
