{"id":"https://openalex.org/W4205170270","doi":"https://doi.org/10.1109/lcomm.2021.3136030","title":"Full-Duplex Self-Interference Cancellation Using Dual-Neurons Neural Networks","display_name":"Full-Duplex Self-Interference Cancellation Using Dual-Neurons Neural Networks","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4205170270","doi":"https://doi.org/10.1109/lcomm.2021.3136030"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2021.3136030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2021.3136030","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5066241269","display_name":"Mohamed Elsayed","orcid":"https://orcid.org/0000-0001-8352-5264"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]},{"id":"https://openalex.org/I97455420","display_name":"Sohag University","ror":"https://ror.org/02wgx3e98","country_code":"EG","type":"education","lineage":["https://openalex.org/I97455420"]}],"countries":["CA","EG"],"is_corresponding":false,"raw_author_name":"Mohamed Elsayed","raw_affiliation_strings":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, Canada","Faculty of Engineering, Sohag University, Sohag, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-8352-5264","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Faculty of Engineering, Sohag University, Sohag, Egypt","institution_ids":["https://openalex.org/I97455420"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089993095","display_name":"Ahmad A. Aziz El-Banna","orcid":"https://orcid.org/0000-0001-7234-7642"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]},{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["CA","EG"],"is_corresponding":false,"raw_author_name":"Ahmad A. Aziz El-Banna","raw_affiliation_strings":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, Canada","Faculty of Engineering at Shoubra, Benha University, Banha, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-7234-7642","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Faculty of Engineering at Shoubra, Benha University, Banha, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077149719","display_name":"Octavia A. Dobre","orcid":"https://orcid.org/0000-0001-8528-0512"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Octavia A. Dobre","raw_affiliation_strings":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8528-0512","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082674919","display_name":"Wanyi Shiu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wanyi Shiu","raw_affiliation_strings":["Huawei Canada Research Centre, Huawei Technologies Canada Company Ltd., Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Canada Research Centre, Huawei Technologies Canada Company Ltd., Ottawa, Canada","institution_ids":["https://openalex.org/I4210115038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115602110","display_name":"Peiwei Wang","orcid":"https://orcid.org/0009-0008-3560-0037"},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peiwei Wang","raw_affiliation_strings":["Huawei Canada Research Centre, Huawei Technologies Canada Company Ltd., Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Canada Research Centre, Huawei Technologies Canada Company Ltd., Ottawa, Canada","institution_ids":["https://openalex.org/I4210115038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2375,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.88431535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":"3","first_page":"557","last_page":"561"},"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9713000059127808,"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/T11851","display_name":"Electromagnetic Compatibility and Measurements","score":0.9592999815940857,"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/notation","display_name":"Notation","score":0.5808529257774353},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4936607778072357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4655984342098236},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4418630301952362},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4125167727470398},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4072839021682739},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3635687828063965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35714593529701233},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.3520597219467163},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.33349794149398804},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.1838456392288208},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16645419597625732},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.08763617277145386}],"concepts":[{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5808529257774353},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4936607778072357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4655984342098236},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4418630301952362},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4125167727470398},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4072839021682739},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3635687828063965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35714593529701233},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.3520597219467163},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.33349794149398804},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.1838456392288208},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16645419597625732},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.08763617277145386}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2021.3136030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2021.3136030","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322183","display_name":"Huawei Technologies","ror":"https://ror.org/00cmhce21"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2136141574","https://openalex.org/W2161118346","https://openalex.org/W2162708855","https://openalex.org/W2585380722","https://openalex.org/W2963514534","https://openalex.org/W3013627025","https://openalex.org/W3021155900","https://openalex.org/W3086142756","https://openalex.org/W3111198313","https://openalex.org/W3205479652"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W2145836866"],"abstract_inverted_index":{"In-band":[0],"full-duplex":[1],"(FD)":[2],"technology":[3],"has":[4],"protruded":[5],"as":[6,103],"one":[7],"of":[8,52,151],"the":[9,25,30,41,44,50,66,71,88,104,142,148,152,165,178,182,187,189],"most":[10],"promising":[11],"solutions":[12],"for":[13],"spectrum":[14],"scarcity,":[15],"by":[16,40],"allowing":[17],"users":[18],"to":[19,86,102,146,186],"transmit":[20,45],"and":[21,46,154,181],"receive":[22,47],"simultaneously":[23],"at":[24],"same":[26],"center":[27],"frequency.":[28],"However,":[29],"FD":[31,53],"systems":[32,54],"suffer":[33],"from":[34],"a":[35,97,195],"severe":[36],"self-interference":[37],"(SI)":[38],"caused":[39],"coupling":[42],"between":[43],"antennas.":[48],"Thereby,":[49],"potential":[51],"can":[55],"not":[56],"be":[57],"attained":[58],"without":[59],"employing":[60],"robust":[61],"SI":[62,67,89],"cancellation":[63,198],"techniques.":[64],"Traditionally,":[65],"is":[68,126],"modeled":[69],"using":[70],"polynomial-based":[72],"cancelers,":[73],"which":[74],"are":[75],"computationally":[76],"expensive.":[77],"Consequently,":[78],"neural":[79],"networks":[80],"(NNs)":[81],"have":[82],"been":[83],"recently":[84],"introduced":[85],"model":[87],"with":[90,157],"lower":[91],"computational":[92,179],"complexity.":[93,159],"In":[94],"this":[95],"letter,":[96],"novel":[98],"NN":[99,116],"structure":[100],"referred":[101],"dual":[105],"neurons-":[106],"<inline-formula":[107,118,130,167],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[108,119,131,168],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[109,120,132,169],"<tex-math":[110,121,133,170],"notation=\"LaTeX\">$\\ell":[111,122,134,171],"$":[112,123,135,172],"</tex-math></inline-formula>":[113,124,136,173],"hidden":[114,144],"layers":[115],"(DN-":[117],"HLNN)":[125],"proposed.":[127],"The":[128,160],"DN-":[129,166],"HLNN":[137],"exploits":[138],"two":[139],"neurons":[140],"in":[141],"first":[143],"layer":[145],"recognize":[147],"memory":[149,183],"effect":[150],"input":[153],"output":[155],"samples":[156],"reduced":[158],"numerical":[161],"simulations":[162],"show":[163],"that":[164],"HLNN-based":[174],"canceler":[175],"significantly":[176],"reduces":[177],"complexity":[180],"requirements":[184],"compared":[185],"polynomial-and":[188],"existing":[190],"NN-based":[191],"cancelers":[192],"while":[193],"maintaining":[194],"similar":[196],"non-linear":[197],"performance.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
