{"id":"https://openalex.org/W4399205960","doi":"https://doi.org/10.1109/twc.2024.3406782","title":"AdaBoost-Based Efficient Channel Estimation and Data Detection in One-Bit Massive MIMO","display_name":"AdaBoost-Based Efficient Channel Estimation and Data Detection in One-Bit Massive MIMO","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399205960","doi":"https://doi.org/10.1109/twc.2024.3406782"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3406782","is_oa":true,"landing_page_url":"https://doi.org/10.1109/twc.2024.3406782","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/twc.2024.3406782","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016089607","display_name":"Majdoddin Esfandiari","orcid":"https://orcid.org/0000-0002-2164-6260"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Majdoddin Esfandiari","raw_affiliation_strings":["Department of Information and Communications Engineering, Aalto University, Espoo, Finland","Department of Information and Communications Engineering, Aalto University, PO Box 15400, Aalto, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2164-6260","affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Aalto University, PO Box 15400, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055234860","display_name":"Sergiy A. Vorobyov","orcid":"https://orcid.org/0000-0001-7249-647X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sergiy A. Vorobyov","raw_affiliation_strings":["Department of Information and Communications Engineering, Aalto University, Espoo, Finland","Department of Information and Communications Engineering, Aalto University, PO Box 15400, Aalto, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7249-647X","affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Aalto University, PO Box 15400, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029812222","display_name":"Robert W. Heath","orcid":"https://orcid.org/0000-0002-4666-5628"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I4210150894","display_name":"Jacobs (United States)","ror":"https://ror.org/05pmj3x43","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150894"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert W. Heath","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA","Department of Electrical and Computer Engineering, University of California San Diego, Jacobs Hall, EBU1, CA, US"],"raw_orcid":"https://orcid.org/0000-0002-4666-5628","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California San Diego, Jacobs Hall, EBU1, CA, US","institution_ids":["https://openalex.org/I36258959","https://openalex.org/I4210150894"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.631,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62101073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"23","issue":"10","first_page":"13935","last_page":"13945"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9988999962806702,"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":0.9988999962806702,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9977999925613403,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.7927066087722778},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6593828797340393},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5228986144065857},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.52094566822052},{"id":"https://openalex.org/keywords/bit","display_name":"Bit (key)","score":0.5119103193283081},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35622772574424744},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32910358905792236},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32706499099731445},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2739230990409851},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.0971706211566925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7927066087722778},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6593828797340393},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5228986144065857},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.52094566822052},{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.5119103193283081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35622772574424744},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32910358905792236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32706499099731445},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2739230990409851},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0971706211566925}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/twc.2024.3406782","is_oa":true,"landing_page_url":"https://doi.org/10.1109/twc.2024.3406782","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/131459","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/aa90e6a6-656c-448c-9e96-8de597349346","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/twc.2024.3406782","is_oa":true,"landing_page_url":"https://doi.org/10.1109/twc.2024.3406782","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1868839969","display_name":null,"funder_award_id":"357715","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G3782832020","display_name":null,"funder_award_id":"NSF-ECCS-2153698","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G952213333","display_name":null,"funder_award_id":"NSF-CCF-2225555","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1521591241","https://openalex.org/W1763302039","https://openalex.org/W1776974347","https://openalex.org/W1968969471","https://openalex.org/W1989313317","https://openalex.org/W2107275319","https://openalex.org/W2134179788","https://openalex.org/W2141682101","https://openalex.org/W2147601077","https://openalex.org/W2164278908","https://openalex.org/W2259323981","https://openalex.org/W2289625596","https://openalex.org/W2526144952","https://openalex.org/W2533046718","https://openalex.org/W2605537711","https://openalex.org/W2787894218","https://openalex.org/W2798565987","https://openalex.org/W2897343223","https://openalex.org/W2961099536","https://openalex.org/W2963783167","https://openalex.org/W2964163499","https://openalex.org/W2965626816","https://openalex.org/W2991708646","https://openalex.org/W2996246631","https://openalex.org/W2999502906","https://openalex.org/W2999860484","https://openalex.org/W3013041051","https://openalex.org/W3017297985","https://openalex.org/W3035768859","https://openalex.org/W3046404239","https://openalex.org/W3104125373","https://openalex.org/W3133587722","https://openalex.org/W3143251189","https://openalex.org/W3149804497","https://openalex.org/W4286569745","https://openalex.org/W4312986265","https://openalex.org/W4387869997","https://openalex.org/W6631398929","https://openalex.org/W6675920320"],"related_works":["https://openalex.org/W2411923897","https://openalex.org/W4394546135","https://openalex.org/W4285347720","https://openalex.org/W4200259850","https://openalex.org/W2333831899","https://openalex.org/W2484894494","https://openalex.org/W2367385042","https://openalex.org/W3039673966","https://openalex.org/W4381186982","https://openalex.org/W2040781570"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,30,70,110,126,136,142,155,169,187],"one-bit":[3,36,51,71],"analog-to-digital":[4],"converter":[5],"(ADC)":[6],"has":[7,38],"been":[8],"considered":[9],"as":[10,57,112],"a":[11],"viable":[12],"alternative":[13],"to":[14,39,47,178,185],"high":[15],"resolution":[16],"counterparts":[17],"in":[18,117,147],"realizing":[19],"and":[20,54,74,107,174,197],"commercializing":[21],"massive":[22,148],"multiple-input":[23],"multiple-output":[24],"(MIMO)":[25],"systems.":[26,150],"However,":[27],"the":[28,32,58,68,113,124,127,134,139,156,161,167,170,188],"issue":[29],"discarding":[31],"amplitude":[33],"information":[34],"by":[35],"quantizers":[37],"be":[40,48,62],"compensated.":[41],"Thus,":[42],"carefully":[43],"tailored":[44],"methods":[45],"need":[46],"developed":[49],"for":[50,77,159],"channel":[52,72,98,172],"estimation":[53,73],"data":[55,75,162,175],"detection":[56,76],"conventional":[59],"ones":[60],"cannot":[61],"used.":[63],"To":[64],"address":[65],"these":[66],"issues,":[67],"problems":[69],"MIMO":[78],"orthogonal":[79],"frequency":[80,89],"division":[81],"multiplexing":[82],"(OFDM)":[83],"system":[84],"that":[85,100,186],"operates":[86],"over":[87],"uncorrelated":[88],"selective":[90],"channels":[91],"are":[92],"investigated":[93],"here.":[94],"We":[95,151],"first":[96],"develop":[97],"estimators":[99,173],"exploit":[101],"Gaussian":[102],"discriminant":[103],"analysis":[104],"(GDA)":[105],"classifier":[106],"approximate":[108,128],"versions":[109],"it":[111],"so-called":[114],"weak":[115],"classifiers":[116,130],"an":[118],"adaptive":[119],"boosting":[120],"(AdaBoost)":[121],"approach.":[122],"Particularly,":[123],"combination":[125],"GDA":[129],"with":[131,138],"AdaBoost":[132],"offers":[133],"benefit":[135],"scalability":[137],"linear":[140],"order":[141],"computations,":[143],"which":[144],"is":[145],"critical":[146],"MIMO-OFDM":[149],"then":[152],"take":[153],"advantage":[154],"same":[157],"idea":[158],"proposing":[160],"detectors.":[163],"Numerical":[164],"results":[165],"validate":[166],"efficiency":[168],"proposed":[171],"detectors":[176],"compared":[177],"other":[179],"methods.":[180],"They":[181],"show":[182],"comparable/better":[183],"performance":[184],"state-of-the-art":[189],"methods,":[190],"but":[191],"require":[192],"dramatically":[193],"lower":[194],"computational":[195],"complexities":[196],"run":[198],"times.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
