{"id":"https://openalex.org/W4225675152","doi":"https://doi.org/10.1109/tr.2022.3148114","title":"A Deep Learning-Based Intelligent Receiver for Improving the Reliability of the MIMO Wireless Communication System","display_name":"A Deep Learning-Based Intelligent Receiver for Improving the Reliability of the MIMO Wireless Communication System","publication_year":2022,"publication_date":"2022-03-11","ids":{"openalex":"https://openalex.org/W4225675152","doi":"https://doi.org/10.1109/tr.2022.3148114"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2022.3148114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2022.3148114","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Transactions on Reliability","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/A5100752983","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0002-2940-3001"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Wang","raw_affiliation_strings":["School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101572408","display_name":"Ke Xu","orcid":"https://orcid.org/0000-0001-9565-4311"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xu","raw_affiliation_strings":["School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067210108","display_name":"Shilian Zheng","orcid":"https://orcid.org/0000-0002-3089-4346"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilian Zheng","raw_affiliation_strings":["Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China"],"affiliations":[{"raw_affiliation_string":"Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China","institution_ids":["https://openalex.org/I4210160629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078159594","display_name":"Huaji Zhou","orcid":"https://orcid.org/0000-0001-7331-5589"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]},{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaji Zhou","raw_affiliation_strings":["Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Artificial Intelligence, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Artificial Intelligence, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100325590","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-1859-6300"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100752983"],"corresponding_institution_ids":["https://openalex.org/I110440473"],"apc_list":null,"apc_paid":null,"fwci":5.3,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.96148028,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"71","issue":"2","first_page":"1104","last_page":"1115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9843999743461609,"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"}},{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9538999795913696,"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":0.7912436723709106},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6709802150726318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6230357885360718},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.6167778372764587},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5834363102912903},{"id":"https://openalex.org/keywords/multi-user-mimo","display_name":"Multi-user MIMO","score":0.5450314879417419},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5203394889831543},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.4743458330631256},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4585028290748596},{"id":"https://openalex.org/keywords/3g-mimo","display_name":"3G MIMO","score":0.45833829045295715},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45242583751678467},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.42770108580589294},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3002811074256897},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.27787238359451294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27452605962753296}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7912436723709106},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6709802150726318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6230357885360718},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.6167778372764587},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5834363102912903},{"id":"https://openalex.org/C91330434","wikidata":"https://www.wikidata.org/wiki/Q738298","display_name":"Multi-user MIMO","level":4,"score":0.5450314879417419},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5203394889831543},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.4743458330631256},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4585028290748596},{"id":"https://openalex.org/C165650700","wikidata":"https://www.wikidata.org/wiki/Q4636347","display_name":"3G MIMO","level":4,"score":0.45833829045295715},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45242583751678467},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.42770108580589294},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3002811074256897},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.27787238359451294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27452605962753296},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2022.3148114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2022.3148114","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Transactions on Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1886921186","display_name":null,"funder_award_id":"GXYD13.3","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G4654921118","display_name":null,"funder_award_id":"51804304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4692659707","display_name":null,"funder_award_id":"61801372","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7260700522","display_name":null,"funder_award_id":"61801371","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8965635672","display_name":null,"funder_award_id":"U19B2015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1512332484","https://openalex.org/W1932847118","https://openalex.org/W2107080958","https://openalex.org/W2110659753","https://openalex.org/W2139317044","https://openalex.org/W2141682101","https://openalex.org/W2194775991","https://openalex.org/W2584943905","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2736402963","https://openalex.org/W2804075771","https://openalex.org/W2807731816","https://openalex.org/W2885033069","https://openalex.org/W2924995748","https://openalex.org/W2962956060","https://openalex.org/W2963163009","https://openalex.org/W2963190722","https://openalex.org/W2963446712","https://openalex.org/W2966038277","https://openalex.org/W2966396250","https://openalex.org/W3006182894","https://openalex.org/W3006541201","https://openalex.org/W3013935691","https://openalex.org/W3014127772","https://openalex.org/W3041829874","https://openalex.org/W3045820447","https://openalex.org/W3080327351","https://openalex.org/W3082884556","https://openalex.org/W3088383832","https://openalex.org/W3094967394","https://openalex.org/W3097743819","https://openalex.org/W3098755434","https://openalex.org/W3112675639","https://openalex.org/W3146023480","https://openalex.org/W3162716335","https://openalex.org/W3168997536","https://openalex.org/W3172242714","https://openalex.org/W3199437742","https://openalex.org/W4296438066","https://openalex.org/W4297775537","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W4200145345","https://openalex.org/W2545343974","https://openalex.org/W1561113522","https://openalex.org/W1996130034","https://openalex.org/W1987031311","https://openalex.org/W2038397443","https://openalex.org/W2182661536","https://openalex.org/W1495906304","https://openalex.org/W1520753245","https://openalex.org/W4387686915"],"abstract_inverted_index":{"Multiple-input\u2013multiple-output":[0],"(MIMO)":[1],"technology":[2],"is":[3,186],"one":[4],"of":[5,17,21,48,60,70,90,104,112,123,136,155,166,174,178],"the":[6,14,19,22,32,35,46,49,54,68,82,88,100,105,110,119,124,132,137,142,152,156,164,179,183,193,198,216],"most":[7],"widely":[8],"used":[9],"communication":[10,25,37,50,71,91,201],"technologies.":[11],"However,":[12],"with":[13,205,215],"increasing":[15],"number":[16],"antennas,":[18],"complexity":[20],"MIMO":[23,106,146,199],"wireless":[24,200],"receiver":[26,51,107,125,139,144,181,196,218],"becomes":[27],"higher":[28,212],"and":[29,57,85,140,169,211,222],"higher.":[30],"On":[31],"other":[33],"hand,":[34],"complex":[36],"channels":[38],"also":[39,187],"raise":[40],"up":[41],"a":[42,206],"great":[43],"challenge":[44],"to":[45,72,79,150],"reliability":[47,89,154,185,213],"system.":[52],"With":[53],"rapid":[55],"development":[56],"wide":[58],"application":[59],"deep":[61,117],"learning,":[62,118],"it":[63,162],"has":[64],"been":[65],"applied":[66],"in":[67],"field":[69],"solve":[73,80],"some":[74],"problems":[75],"that":[76,192],"are":[77,127],"difficult":[78],"by":[81,94],"traditional":[83,138,217],"methods,":[84],"thereby,":[86],"improves":[87],"systems.":[92],"Inspired":[93],"this":[95,97,159],"idea,":[96],"article":[98,160],"reviewed":[99],"signal":[101,120],"processing":[102,121],"process":[103,135],"system":[108,113,126,153,184],"from":[109,163],"perspective":[111],"reliability.":[114],"Based":[115],"on":[116,182],"modules":[122],"jointly":[128],"optimized,":[129],"which":[130],"changes":[131],"information":[133,204],"recovery":[134],"proposes":[141],"intelligent":[143,157,180,195],"for":[145,197],"communication.":[147],"In":[148],"order":[149],"verify":[151],"receiver,":[158],"analyzes":[161],"aspects":[165],"antenna":[167,223],"numbers":[168],"channel":[170],"conditions.":[171],"The":[172],"influence":[173],"different":[175,220],"implementation":[176],"methods":[177],"analyzed.":[188],"Simulation":[189],"results":[190],"show":[191],"proposed":[194],"can":[202],"recover":[203],"lower":[207],"bit":[208],"error":[209],"rate":[210],"compared":[214],"under":[219],"conditions":[221],"configurations.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}