{"id":"https://openalex.org/W4382365051","doi":"https://doi.org/10.1109/itw55543.2023.10160237","title":"Channel Estimation and Data Detection in MIMO channels with 1-bit ADC using Probit Regression","display_name":"Channel Estimation and Data Detection in MIMO channels with 1-bit ADC using Probit Regression","publication_year":2023,"publication_date":"2023-04-23","ids":{"openalex":"https://openalex.org/W4382365051","doi":"https://doi.org/10.1109/itw55543.2023.10160237"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw55543.2023.10160237","pdf_url":null,"source":{"id":"https://openalex.org/S4363606450","display_name":"2022 IEEE Information Theory Workshop (ITW)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5013331986","display_name":"Khodor Safa","orcid":"https://orcid.org/0009-0001-7740-5474"},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Khodor Safa","raw_affiliation_strings":["Université Paris-Saclay,Laboratoire Des Signaux et Systèmes, CentraleSupélec,Gif-Sur-Yvette,France"],"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,Laboratoire Des Signaux et Systèmes, CentraleSupélec,Gif-Sur-Yvette,France","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081191948","display_name":"Raul de Lacerda","orcid":"https://orcid.org/0000-0002-2167-1925"},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raul De Lacerda","raw_affiliation_strings":["Université Paris-Saclay,Laboratoire Des Signaux et Systèmes, CentraleSupélec,Gif-Sur-Yvette,France"],"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,Laboratoire Des Signaux et Systèmes, CentraleSupélec,Gif-Sur-Yvette,France","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087891218","display_name":"Sheng Yang","orcid":"https://orcid.org/0000-0002-0643-0445"},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sheng Yang","raw_affiliation_strings":["Université Paris-Saclay,Laboratoire Des Signaux et Systèmes, CentraleSupélec,Gif-Sur-Yvette,France"],"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,Laboratoire Des Signaux et Systèmes, CentraleSupélec,Gif-Sur-Yvette,France","institution_ids":["https://openalex.org/I4210097418"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":65},"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"461"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9996,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9984,"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/channel-state-information","display_name":"Channel state information","score":0.5251134}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5294264},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.52690667},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5251134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48686308},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.47313252},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.44257158},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42451403},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37498358},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33289278},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10224995},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw55543.2023.10160237","pdf_url":null,"source":{"id":"https://openalex.org/S4363606450","display_name":"2022 IEEE Information Theory Workshop (ITW)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://hal.science/hal-04393973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1760105601","https://openalex.org/W1763302039","https://openalex.org/W1776974347","https://openalex.org/W1940393681","https://openalex.org/W2098725264","https://openalex.org/W2101600135","https://openalex.org/W2103972037","https://openalex.org/W2108033855","https://openalex.org/W2134179788","https://openalex.org/W2139382195","https://openalex.org/W2147298488","https://openalex.org/W2158496620","https://openalex.org/W2161602450","https://openalex.org/W2526144952","https://openalex.org/W2889182892","https://openalex.org/W2961099536","https://openalex.org/W3098966262","https://openalex.org/W3099088829","https://openalex.org/W3143251189","https://openalex.org/W3168057823","https://openalex.org/W3198287469"],"related_works":["https://openalex.org/W884630482","https://openalex.org/W4385769873","https://openalex.org/W4366700029","https://openalex.org/W4287880334","https://openalex.org/W4285230481","https://openalex.org/W4211013851","https://openalex.org/W2552025594","https://openalex.org/W2059045613","https://openalex.org/W2025723618","https://openalex.org/W2015759683"],"abstract_inverted_index":{"We":[0],"address":[1],"in":[2,8,129],"this":[3],"article":[4],"the":[5,18,33,38,56,62,68,98,112,118,132],"uplink":[6],"transmission":[7],"a":[9,23,73,77],"multiple-input":[10],"multiple-output":[11],"channel":[12,25,41,114],"employing":[13],"1-bit":[14],"analog-to-digital":[15],"converters":[16],"at":[17],"base":[19],"station,":[20],"assuming":[21],"no":[22],"priori":[24],"state":[26],"information.":[27],"In":[28],"particular,":[29],"we":[30],"investigate":[31],"under":[32,117],"original":[34],"\"probit\"":[35],"statistical":[36],"model,":[37],"problems":[39],"of":[40,92],"estimation":[42,115],"and":[43,102],"data":[44,64],"detection":[45,65],"by":[46],"first":[47],"formulating":[48],"them":[49],"as":[50],"binary":[51],"classification":[52],"procedures":[53],"based":[54],"on":[55],"cross-entropy":[57],"loss.":[58],"Under":[59],"perfect":[60],"CSI,":[61],"proposed":[63,93,113],"scheme":[66,116],"relaxes":[67],"exhaustive":[69],"search":[70],"requirement":[71],"to":[72],"convex":[74],"problem":[75],"with":[76,97,126,131],"box":[78],"boundary":[79],"constraint":[80],"that":[81,111],"can":[82],"be":[83],"solved":[84],"using":[85],"gradient":[86],"descent":[87],"methods.":[88],"Achievable":[89],"mismatched":[90],"rates":[91,105],"metrics":[94],"are":[95,106],"evaluated":[96],"generalized":[99],"mutual":[100],"information":[101],"symbol":[103],"error":[104,138],"presented.":[107],"Simulation":[108],"results":[109],"show":[110],"probit":[119],"model":[120],"does":[121],"not":[122],"exhibit":[123],"any":[124],"instability":[125],"imperfect":[127],"CSI":[128],"comparison":[130],"Bussgang":[133],"linear":[134],"minimum":[135],"mean":[136],"square":[137],"estimator.":[139]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4382365051","counts_by_year":[],"updated_date":"2025-04-17T09:08:11.435339","created_date":"2023-06-29"}