{"id":"https://openalex.org/W4313137742","doi":"https://doi.org/10.1109/lwc.2022.3230403","title":"Learning From Noisy Labels for MIMO Detection With One-Bit ADCs","display_name":"Learning From Noisy Labels for MIMO Detection With One-Bit ADCs","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4313137742","doi":"https://doi.org/10.1109/lwc.2022.3230403"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2022.3230403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2022.3230403","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-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/A5022748342","display_name":"Jinsung Park","orcid":"https://orcid.org/0000-0001-8096-7286"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jinsung Park","raw_affiliation_strings":["Department of Electrical Engineering, POSTECH, Pohang, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, POSTECH, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014076559","display_name":"Namyoon Lee","orcid":"https://orcid.org/0000-0003-4321-4108"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Namyoon Lee","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084652371","display_name":"Song\u2010Nam Hong","orcid":"https://orcid.org/0000-0002-9535-2521"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Song-Nam Hong","raw_affiliation_strings":["Department of Electrical Engineering, Hanyang University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Hanyang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012803748","display_name":"Yo\u2013Seb Jeon","orcid":"https://orcid.org/0000-0002-2886-157X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yo-Seb Jeon","raw_affiliation_strings":["Department of Electrical Engineering, POSTECH, Pohang, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, POSTECH, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022748342"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":0.8174,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68550956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":"3","first_page":"456","last_page":"460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9932000041007996,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.7329739332199097},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5673608183860779},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5659822225570679},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.563127875328064},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.5272551774978638},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.5184073448181152},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.5032238364219666},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.48455873131752014},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4507942795753479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4501752555370331},{"id":"https://openalex.org/keywords/likelihood-function","display_name":"Likelihood function","score":0.4489235579967499},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41836225986480713},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.354808509349823},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.30254846811294556},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.2211313247680664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17572420835494995},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10883232951164246},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1062561571598053},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0791437029838562},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.0732811987400055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7329739332199097},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5673608183860779},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5659822225570679},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.563127875328064},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.5272551774978638},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.5184073448181152},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.5032238364219666},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.48455873131752014},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4507942795753479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4501752555370331},{"id":"https://openalex.org/C89106044","wikidata":"https://www.wikidata.org/wiki/Q45284","display_name":"Likelihood function","level":3,"score":0.4489235579967499},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41836225986480713},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.354808509349823},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.30254846811294556},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.2211313247680664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17572420835494995},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10883232951164246},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1062561571598053},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0791437029838562},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0732811987400055},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lwc.2022.3230403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2022.3230403","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-article"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/115287","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/115287","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2372451110","display_name":null,"funder_award_id":"2022R1C1C1010074","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G6011370873","display_name":null,"funder_award_id":"2022R1A5A1027646","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1763302039","https://openalex.org/W1776974347","https://openalex.org/W2103972037","https://openalex.org/W2134179788","https://openalex.org/W2259323981","https://openalex.org/W2403681572","https://openalex.org/W2526144952","https://openalex.org/W2605537711","https://openalex.org/W2777627674","https://openalex.org/W2968033213","https://openalex.org/W3016853914","https://openalex.org/W4285223646","https://openalex.org/W4320029373"],"related_works":["https://openalex.org/W1978153144","https://openalex.org/W2898901530","https://openalex.org/W2013921918","https://openalex.org/W102848802","https://openalex.org/W1976188970","https://openalex.org/W2982058819","https://openalex.org/W2130734797","https://openalex.org/W2019724159","https://openalex.org/W3176361882","https://openalex.org/W1512911331"],"abstract_inverted_index":{"This":[0,56,92],"letter":[1],"presents":[2],"a":[3,33,43,48,108],"data":[4,35,54,76],"detection":[5,77],"method":[6,117],"for":[7,66],"multiple-input":[8],"multiple-output":[9],"systems":[10],"with":[11,47],"one-bit":[12,44],"analog-to-digital":[13],"converters.":[14],"The":[15],"basic":[16],"idea":[17],"is":[18,38,89],"to":[19,71,75,107,120],"learn":[20],"the":[21,25,83,96,100,115,121],"likelihood":[22,97,124],"function":[23,98],"of":[24],"system":[26],"from":[27,82,103],"training":[28,34,61],"samples.":[29],"To":[30],"this":[31],"end,":[32],"generation":[36],"strategy":[37,57],"first":[39],"proposed,":[40],"which":[41],"labels":[42,73],"received":[45],"signal":[46],"symbol":[49],"index":[50],"determined":[51],"by":[52],"channel-based":[53],"detection.":[55,125],"requires":[58],"no":[59],"extra":[60],"overhead":[62],"beyond":[63],"pilot":[64],"symbols":[65],"channel":[67],"estimation,":[68],"but":[69],"leads":[70],"noisy":[72,84,105],"due":[74],"errors.":[78],"For":[79],"accurate":[80],"learning":[81],"labels,":[85],"an":[86],"expectation-maximization":[87],"algorithm":[88,93],"also":[90],"developed.":[91],"learns":[94],"both":[95],"and":[99],"transition":[101],"probability":[102],"each":[104],"label":[106],"true":[109],"label.":[110],"Numerical":[111],"results":[112],"demonstrate":[113],"that":[114],"presented":[116],"performs":[118],"similar":[119],"optimal":[122],"maximum":[123]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}