{"id":"https://openalex.org/W3217554742","doi":"https://doi.org/10.1109/lwc.2021.3130894","title":"Structured DNN-Based Receiver for Millimeter-Wave MIMO With Nonlinear Distortions","display_name":"Structured DNN-Based Receiver for Millimeter-Wave MIMO With Nonlinear Distortions","publication_year":2021,"publication_date":"2021-11-26","ids":{"openalex":"https://openalex.org/W3217554742","doi":"https://doi.org/10.1109/lwc.2021.3130894","mag":"3217554742"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2021.3130894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3130894","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/A5101632399","display_name":"Dawei Gao","orcid":"https://orcid.org/0000-0002-9165-5007"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Dawei Gao","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, China","National Laboratory of Radar Signal Processing, Xidian University, Xi\u2019an, China","School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","National Laboratory of Radar Signal Processing, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"National Laboratory of Radar Signal Processing, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]},{"raw_affiliation_string":"National Laboratory of Radar Signal Processing, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047844850","display_name":"Qinghua Guo","orcid":"https://orcid.org/0000-0002-5180-7854"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qinghua Guo","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chau Yuen","raw_affiliation_strings":["Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101632399"],"corresponding_institution_ids":["https://openalex.org/I149594827","https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":0.1016,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46134745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"411","last_page":"415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9997000098228455,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9997000098228455,"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":0.9993000030517578,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9993000030517578,"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/computer-science","display_name":"Computer science","score":0.7135922312736511},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6323273777961731},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6177864670753479},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5947990417480469},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5076965093612671},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.49519506096839905},{"id":"https://openalex.org/keywords/nonlinear-distortion","display_name":"Nonlinear distortion","score":0.46875715255737305},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4678434133529663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37593019008636475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35222768783569336},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3281201720237732},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2785077691078186},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.23268473148345947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7135922312736511},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6323273777961731},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6177864670753479},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5947990417480469},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5076965093612671},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.49519506096839905},{"id":"https://openalex.org/C173413354","wikidata":"https://www.wikidata.org/wiki/Q7049470","display_name":"Nonlinear distortion","level":4,"score":0.46875715255737305},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4678434133529663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37593019008636475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35222768783569336},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3281201720237732},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2785077691078186},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.23268473148345947},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lwc.2021.3130894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3130894","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:ro.uow.edu.au:test2021-4720","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/3711","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Test Series for Scopus Harvesting 2021","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2027711878","https://openalex.org/W2040614478","https://openalex.org/W2096483679","https://openalex.org/W2111953900","https://openalex.org/W2116424792","https://openalex.org/W2136141574","https://openalex.org/W2147914016","https://openalex.org/W2150773740","https://openalex.org/W2171395034","https://openalex.org/W2195693430","https://openalex.org/W2892517220","https://openalex.org/W2911654923","https://openalex.org/W2982907058","https://openalex.org/W3111559119","https://openalex.org/W3113762671"],"related_works":["https://openalex.org/W2545343974","https://openalex.org/W4291895924","https://openalex.org/W1783583321","https://openalex.org/W2038397443","https://openalex.org/W2941374357","https://openalex.org/W2026727497","https://openalex.org/W2950203496","https://openalex.org/W1510166563","https://openalex.org/W2372188366","https://openalex.org/W4280499399"],"abstract_inverted_index":{"This":[0],"work":[1],"deals":[2],"with":[3,91],"the":[4,29,45,92,96,104,108,111,118,127,150,153],"combined":[5],"effect":[6],"of":[7,38,47,55,69,110,120,134,152],"nonlinear":[8,80,97,105],"distortions":[9],"and":[10,76,95,137],"inter-channel":[11],"interference":[12,94],"in":[13,132],"millimeter":[14],"wave":[15],"multi-input":[16],"multi-output":[17],"(MIMO)":[18],"communications.":[19],"Deep":[20],"neural":[21,62],"networks":[22],"(DNNs)":[23],"can":[24],"be":[25],"used":[26,88,101],"to":[27,89,102,116,143],"handle":[28,103],"effect,":[30],"but":[31],"they":[32],"often":[33],"require":[34],"a":[35,51,60,70,77,125],"large":[36],"number":[37,54,119],"pilot":[39,56],"symbols,":[40,57],"hindering":[41],"their":[42],"applications.":[43],"With":[44,123],"aim":[46],"online":[48],"training":[49,135],"using":[50],"relatively":[52],"small":[53],"we":[58],"design":[59],"deep":[61],"network":[63],"(DNN)":[64],"architecture":[65],"carefully,":[66],"which":[67],"consists":[68],"fully":[71],"connected":[72,79],"linear":[73,84],"hidden":[74,81,85,98],"layer":[75,86,99],"non-fully":[78],"layer.":[82],"The":[83],"is":[87,100,129],"deal":[90],"co-channel":[93],"distortions.":[106],"Moreover,":[107],"parameters":[109],"DNN":[112],"are":[113],"properly":[114],"tied":[115],"reduce":[117],"independent":[121],"parameters.":[122],"such":[124],"DNN,":[126],"receiver":[128],"much":[130],"efficient":[131],"terms":[133],"overhead":[136],"symbol":[138],"error":[139],"rate":[140],"performance,":[141],"compared":[142],"conventional":[144],"(DNN-based)":[145],"techniques.":[146],"Simulation":[147],"results":[148],"demonstrate":[149],"superiority":[151],"proposed":[154],"DNN-based":[155],"receiver.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}