{"id":"https://openalex.org/W4414538674","doi":"https://doi.org/10.1109/icc52391.2025.11161456","title":"Data-Augmentation-Aided Detection for MIMO Systems Under Hardware Impairments","display_name":"Data-Augmentation-Aided Detection for MIMO Systems Under Hardware Impairments","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414538674","doi":"https://doi.org/10.1109/icc52391.2025.11161456"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","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/A5053990788","display_name":"Yujin Kang","orcid":"https://orcid.org/0000-0002-3784-0914"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yujin Kang","raw_affiliation_strings":["POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673"],"affiliations":[{"raw_affiliation_string":"POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101265271","display_name":"Seunghyeon Jeon","orcid":"https://orcid.org/0009-0008-3920-4656"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seunghyeon Jeon","raw_affiliation_strings":["POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673"],"affiliations":[{"raw_affiliation_string":"POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111147333","display_name":"Junyong Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junyong Shin","raw_affiliation_strings":["POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673"],"affiliations":[{"raw_affiliation_string":"POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012803748","display_name":"Yo\u2013Seb Jeon","orcid":"https://orcid.org/0000-0002-2886-157X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yo-Seb Jeon","raw_affiliation_strings":["POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673"],"affiliations":[{"raw_affiliation_string":"POSTECH,Department of Electrical Engineering,Pohang,Gyeongbuk,South Korea,37673","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053990788"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":0.6973,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76118609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4774","last_page":"4779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9962999820709229,"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":0.9962999820709229,"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":0.9891999959945679,"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":0.9801999926567078,"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/reliability","display_name":"Reliability (semiconductor)","score":0.6887999773025513},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.5884000062942505},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5828999876976013},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5422999858856201},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.484499990940094},{"id":"https://openalex.org/keywords/likelihood-function","display_name":"Likelihood function","score":0.44600000977516174},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.40139999985694885},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.3537999987602234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6988000273704529},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6887999773025513},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.5884000062942505},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5828999876976013},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5422999858856201},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.484499990940094},{"id":"https://openalex.org/C89106044","wikidata":"https://www.wikidata.org/wiki/Q45284","display_name":"Likelihood function","level":3,"score":0.44600000977516174},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.40139999985694885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3871999979019165},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3562000095844269},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3513000011444092},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.31630000472068787},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.30469998717308044},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.27950000762939453},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.26809999346733093},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11161456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4004985211","display_name":null,"funder_award_id":"RS-202400453301","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1622484071","https://openalex.org/W2017190463","https://openalex.org/W2101397645","https://openalex.org/W2103972037","https://openalex.org/W2134179788","https://openalex.org/W2605537711","https://openalex.org/W4212863985","https://openalex.org/W4362006137","https://openalex.org/W4379033822","https://openalex.org/W4387886011","https://openalex.org/W4388520026","https://openalex.org/W4392939629"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"a":[3,33],"data":[4,21,41,61,122],"detection":[5,22,105],"problem":[6],"for":[7],"multiple-input":[8],"multiple-output":[9],"(MIMO)":[10],"communication":[11],"systems":[12],"with":[13,56,107],"hardware":[14,29],"impairments.":[15],"To":[16],"facilitate":[17],"maximum":[18],"likelihood":[19,35,71],"(ML)":[20],"without":[23],"knowledge":[24],"of":[25,63,120],"nonlinear":[26],"and":[27,43],"unknown":[28],"impairments,":[30],"we":[31,48],"develop":[32],"novel":[34],"function":[36,72],"estimation":[37,110],"method":[38,111],"based":[39,78,94],"on":[40,79,95],"augmentation":[42,123],"boosting.":[44],"In":[45],"our":[46,108,121],"method,":[47],"generate":[49],"multiple":[50,87],"augmented":[51,76],"datasets":[52,93],"by":[53],"injecting":[54],"noise":[55],"various":[57],"distributions":[58],"into":[59],"seed":[60],"consisting":[62],"online":[64],"received":[65],"signals.":[66],"We":[67,83],"then":[68],"estimate":[69],"the":[70,80,86,103,118],"(LF)":[73],"using":[74],"each":[75],"dataset":[77],"expectationmaximization":[81],"algorithm.":[82],"linearly":[84],"combine":[85],"LF":[88,109],"estimates":[89],"obtained":[90],"from":[91],"these":[92],"their":[96],"reliability":[97],"levels.":[98],"Simulation":[99],"results":[100],"demonstrate":[101],"that":[102],"ML":[104],"combined":[106],"outperforms":[112],"existing":[113],"methods,":[114],"while":[115],"also":[116],"highlighting":[117],"effectiveness":[119],"approach.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}