{"id":"https://openalex.org/W3203416629","doi":"https://doi.org/10.1109/lwc.2021.3116188","title":"On Deep Learning Assisted Self-Interference Estimation in a Full-Duplex Relay Link","display_name":"On Deep Learning Assisted Self-Interference Estimation in a Full-Duplex Relay Link","publication_year":2021,"publication_date":"2021-09-29","ids":{"openalex":"https://openalex.org/W3203416629","doi":"https://doi.org/10.1109/lwc.2021.3116188","mag":"3203416629"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2021.3116188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3116188","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/A5086214861","display_name":"Konstantin Muranov","orcid":"https://orcid.org/0000-0003-1863-0281"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Konstantin Muranov","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050852535","display_name":"Md Atiqul Islam","orcid":"https://orcid.org/0000-0002-7208-048X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Atiqul Islam","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018641453","display_name":"Besma Smida","orcid":"https://orcid.org/0000-0001-9601-7322"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Besma Smida","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079658437","display_name":"Natasha Devroye","orcid":"https://orcid.org/0000-0002-1619-4095"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natasha Devroye","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086214861"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":2.8444,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.91198294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":"12","first_page":"2762","last_page":"2766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":1.0,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":1.0,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9466000199317932,"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":0.9336000084877014,"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":0.7470867037773132},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5217947959899902},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.5162203311920166},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.49457141757011414},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.43779274821281433},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41969695687294006},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3867030739784241},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33735916018486023},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.26822036504745483},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20941615104675293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7470867037773132},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5217947959899902},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.5162203311920166},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.49457141757011414},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.43779274821281433},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41969695687294006},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3867030739784241},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33735916018486023},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.26822036504745483},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20941615104675293},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/lwc.2021.3116188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3116188","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1178701005","display_name":null,"funder_award_id":"1815428","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4102917678","display_name":null,"funder_award_id":"1620902","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1727734017","https://openalex.org/W2585380722","https://openalex.org/W2740075888","https://openalex.org/W2804269865","https://openalex.org/W2902465798","https://openalex.org/W2913285031","https://openalex.org/W2951603627","https://openalex.org/W2959015847","https://openalex.org/W2963514534","https://openalex.org/W2964216532","https://openalex.org/W2989063499","https://openalex.org/W3010392314","https://openalex.org/W3046614392","https://openalex.org/W3089283090","https://openalex.org/W3135859249","https://openalex.org/W6683595889"],"related_works":["https://openalex.org/W2539674285","https://openalex.org/W1998322187","https://openalex.org/W1038122923","https://openalex.org/W2952514781","https://openalex.org/W3019210376","https://openalex.org/W2391145594","https://openalex.org/W2326572623","https://openalex.org/W1559320887","https://openalex.org/W2284606164","https://openalex.org/W2966229283"],"abstract_inverted_index":{"We":[0,98,144],"propose":[1],"and":[2,80,149],"evaluate":[3],"two":[4],"new":[5],"methods":[6,27,64],"for":[7,33,136,152],"digital":[8],"mitigation":[9,44,127],"of":[10,19,36,50,73,84,92,108,155],"the":[11,17,34,37,82,90,93,104,109,114,124,153],"non-linear":[12,38,85],"Self-Interference":[13],"(SI)":[14],"signal":[15,88],"in":[16,69],"context":[18],"a":[20,47,66],"Full-Duplex":[21],"(FD)":[22],"relay":[23],"link.":[24],"The":[25,62,119],"proposed":[26,63,110,125],"utilize":[28,99],"Deep":[29],"Neural":[30],"Networks":[31],"(DNN)":[32],"reconstruction":[35,83],"SI":[39,43,87,94,105,126],"components.":[40],"Existing":[41],"DNN-based":[42,117],"techniques":[45,128],"require":[46],"large":[48],"number":[49],"on-line":[51,74],"training":[52,75,164],"samples,":[53],"which":[54],"takes":[55],"resources":[56],"away":[57],"from":[58,89],"actual":[59],"data":[60],"communication.":[61],"allow":[65],"significant":[67],"reduction":[68],"or":[70],"complete":[71],"elimination":[72],"by":[76,161],"utilizing":[77],"transfer":[78],"learning":[79],"decoupling":[81],"transmitted":[86],"estimation":[91],"propagation":[95],"channel,":[96],"respectively.":[97],"link-level":[100],"simulation":[101,120],"to":[102,113],"demonstrate":[103],"cancellation":[106],"performance":[107,135],"approaches":[111],"compared":[112],"existing":[115],"state-of-the-art":[116],"solutions.":[118],"results":[121],"confirm":[122],"that":[123,158],"achieve":[129],"robust":[130],"Bit":[131],"Error":[132],"Rate":[133],"(BER)":[134],"Signal-to-Interference-Ratio":[137],"(SIR)":[138],"levels":[139],"as":[140,142],"low":[141],"\u221220dB.":[143],"derive":[145],"an":[146,150,162],"upper":[147],"bound":[148],"approximation":[151],"probability":[154],"generalization":[156],"error":[157],"is":[159],"caused":[160],"insufficient":[163],"set":[165],"size.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}