{"id":"https://openalex.org/W4285813854","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824668","title":"End-to-end approach for MU massive MIMO uplink transmission under 1-bit ADC","display_name":"End-to-end approach for MU massive MIMO uplink transmission under 1-bit ADC","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4285813854","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824668"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824668","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008905750","display_name":"Ahlem Arfaoui","orcid":"https://orcid.org/0000-0003-2854-9620"},"institutions":[{"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"],"is_corresponding":true,"raw_author_name":"Ahlem Arfaoui","raw_affiliation_strings":["Innov&#x0027;COM, Sup&#x0027;Com, University of Carthage,Ariana,Tunisia,2083"],"affiliations":[{"raw_affiliation_string":"Innov&#x0027;COM, Sup&#x0027;Com, University of Carthage,Ariana,Tunisia,2083","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036015541","display_name":"Maha Cherif","orcid":"https://orcid.org/0000-0002-6968-3132"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Maha Cherif","raw_affiliation_strings":["Innov&#x0027;COM, Sup&#x0027;Com, University of Carthage,Ariana,Tunisia,2083"],"affiliations":[{"raw_affiliation_string":"Innov&#x0027;COM, Sup&#x0027;Com, University of Carthage,Ariana,Tunisia,2083","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081681417","display_name":"Ridha Bouall\u00e8gue","orcid":"https://orcid.org/0000-0001-7916-761X"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Ridha Bouallegue","raw_affiliation_strings":["Innov&#x0027;COM, Sup&#x0027;Com, University of Carthage,Ariana,Tunisia,2083"],"affiliations":[{"raw_affiliation_string":"Innov&#x0027;COM, Sup&#x0027;Com, University of Carthage,Ariana,Tunisia,2083","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008905750"],"corresponding_institution_ids":["https://openalex.org/I179097149"],"apc_list":null,"apc_paid":null,"fwci":0.6445,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55395448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10187","display_name":"Radio Frequency Integrated Circuit Design","score":0.9994000196456909,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991999864578247,"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/mimo","display_name":"MIMO","score":0.7466850280761719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.678174614906311},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5913930535316467},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5620680451393127},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5166726112365723},{"id":"https://openalex.org/keywords/multi-user-mimo","display_name":"Multi-user MIMO","score":0.5087438225746155},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.45560944080352783},{"id":"https://openalex.org/keywords/3g-mimo","display_name":"3G MIMO","score":0.453429639339447},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.45292818546295166},{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.4495497941970825},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29840973019599915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23376375436782837},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.18561580777168274},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1842699646949768},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07319560647010803}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7466850280761719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.678174614906311},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5913930535316467},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5620680451393127},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5166726112365723},{"id":"https://openalex.org/C91330434","wikidata":"https://www.wikidata.org/wiki/Q738298","display_name":"Multi-user MIMO","level":4,"score":0.5087438225746155},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.45560944080352783},{"id":"https://openalex.org/C165650700","wikidata":"https://www.wikidata.org/wiki/Q4636347","display_name":"3G MIMO","level":4,"score":0.453429639339447},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.45292818546295166},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.4495497941970825},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29840973019599915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23376375436782837},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.18561580777168274},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1842699646949768},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07319560647010803},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824668","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1560563382","https://openalex.org/W1760105601","https://openalex.org/W1971443733","https://openalex.org/W2054692642","https://openalex.org/W2085413605","https://openalex.org/W2134179788","https://openalex.org/W2239825991","https://openalex.org/W2762772172","https://openalex.org/W2902004330","https://openalex.org/W2963737829","https://openalex.org/W2964129085","https://openalex.org/W2966932878","https://openalex.org/W3015543110","https://openalex.org/W3023940643","https://openalex.org/W3099416516","https://openalex.org/W3104166565"],"related_works":["https://openalex.org/W4365807906","https://openalex.org/W2157864637","https://openalex.org/W4223416141","https://openalex.org/W2546639359","https://openalex.org/W1922070205","https://openalex.org/W2103590590","https://openalex.org/W2561058892","https://openalex.org/W2761879201","https://openalex.org/W4200145345","https://openalex.org/W2556017705"],"abstract_inverted_index":{"Multi-User":[0],"(MU)":[1],"Massive":[2],"Multiple":[3,5],"Input":[4],"Output":[6],"(MIMO)":[7],"is":[8,113,176],"considered":[9],"a":[10,99,120,136,187],"potential":[11,163],"and":[12,18,46,127],"disruptive":[13],"technology":[14],"for":[15,124],"fifth-generation":[16],"(5G)":[17],"sixth-generation":[19],"(6G)":[20],"wireless":[21],"systems.":[22,195],"The":[23,49,111,157],"presence":[24],"of":[25,51,72,75,122,164,171,182,193],"antennas":[26,142],"networks":[27],"at":[28],"the":[29,52,59,70,73,85,116,125,128,147,154,161,165,180],"base":[30],"station":[31],"level":[32],"to":[33,40,114],"communicate":[34],"with":[35,89,186],"single":[36],"antenna":[37],"users":[38],"leads":[39],"in":[41,58,79,130,169],"excessively":[42],"high":[43,162],"system":[44,118],"costs":[45],"power":[47],"consumption.":[48],"deployment":[50],"analog-digital":[53],"converters":[54],"(ADC)":[55],"1":[56,76],"bit":[57,77],"BS":[60],"can":[61],"solve":[62],"these":[63],"problems.":[64],"In":[65],"this":[66],"work,":[67],"we":[68,97,134],"study":[69],"compensation":[71],"impact":[74],"ADC":[78,138,189],"MU":[80],"massive":[81,183],"MIMO":[82,184],"systems":[83,185],"on":[84,106],"uplink":[86,172],"transmission":[87],"accompanied":[88],"Minimum":[90],"Mean":[91],"Square":[92],"Error":[93],"(MMSE)":[94],"detector.":[95],"First,":[96],"propose":[98],"new":[100],"end-to-end":[101,155],"(E2E)":[102],"learning":[103],"approach":[104,168],"based":[105],"Deep":[107],"neural":[108],"network":[109],"(DNN).":[110],"objective":[112],"design":[115],"communication":[117],"as":[119],"set":[121],"layers":[123],"transmitter":[126],"receiver":[129],"unknown":[131],"channels.":[132],"Then":[133],"present":[135],"mixed":[137,188],"architecture,":[139],"where":[140],"some":[141],"use":[143],"1-bit":[144],"ADCs":[145,152],"while":[146],"rest":[148],"does":[149],"not":[150],"exploit":[151],"using":[153],"approach.":[156],"simulation":[158],"results":[159],"demonstrate":[160],"proposed":[166],"E2E":[167],"terms":[170],"quality":[173],"improvement.":[174],"It":[175],"also":[177],"demonstrated":[178],"that":[179],"performance":[181],"architecture":[190],"approaches":[191],"those":[192],"ideal":[194]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
