{"id":"https://openalex.org/W3044019730","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145036","title":"MIMO Full Duplex Radios with Deep Learning","display_name":"MIMO Full Duplex Radios with Deep Learning","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3044019730","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145036","mag":"3044019730"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops49005.2020.9145036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5101768546","display_name":"Yitao Chen","orcid":"https://orcid.org/0009-0002-7067-3983"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yitao Chen","raw_affiliation_strings":["GenXComm, Inc., Austin, USA"],"affiliations":[{"raw_affiliation_string":"GenXComm, Inc., Austin, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035299142","display_name":"Rajesh Mishra","orcid":"https://orcid.org/0000-0001-8505-4443"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajesh K. Mishra","raw_affiliation_strings":["GenXComm, Inc., Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"GenXComm, Inc., Austin, TX, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022500720","display_name":"Dan Schwartz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dan Schwartz","raw_affiliation_strings":["GenXComm, Inc., Austin, USA"],"affiliations":[{"raw_affiliation_string":"GenXComm, Inc., Austin, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088120102","display_name":"Sriram Vishwanath","orcid":"https://orcid.org/0000-0003-3112-4885"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sriram Vishwanath","raw_affiliation_strings":["GenXComm, Inc., Austin, USA"],"affiliations":[{"raw_affiliation_string":"GenXComm, Inc., Austin, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101768546"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.822,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.72495104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9740999937057495,"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":0.9685999751091003,"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":0.8408438563346863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250385642051697},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.6095168590545654},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.577022910118103},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49299976229667664},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4675406813621521},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.46099427342414856},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4331142008304596},{"id":"https://openalex.org/keywords/3g-mimo","display_name":"3G MIMO","score":0.4217243790626526},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.38035857677459717},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3527056574821472},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3508174419403076},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.22701415419578552},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20653951168060303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19419121742248535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16157612204551697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1487492024898529}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.8408438563346863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250385642051697},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.6095168590545654},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.577022910118103},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49299976229667664},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4675406813621521},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.46099427342414856},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4331142008304596},{"id":"https://openalex.org/C165650700","wikidata":"https://www.wikidata.org/wiki/Q4636347","display_name":"3G MIMO","level":4,"score":0.4217243790626526},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.38035857677459717},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3527056574821472},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3508174419403076},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.22701415419578552},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20653951168060303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19419121742248535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16157612204551697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1487492024898529},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops49005.2020.9145036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2049516452","https://openalex.org/W2054141820","https://openalex.org/W2079482358","https://openalex.org/W2160030828","https://openalex.org/W2202426288","https://openalex.org/W2603706797","https://openalex.org/W2625063094","https://openalex.org/W2808958252","https://openalex.org/W2963514534","https://openalex.org/W6687531013","https://openalex.org/W6739166439"],"related_works":["https://openalex.org/W2038397443","https://openalex.org/W4200145345","https://openalex.org/W2112785353","https://openalex.org/W2941374357","https://openalex.org/W1561113522","https://openalex.org/W1495906304","https://openalex.org/W1993205288","https://openalex.org/W4390496060","https://openalex.org/W1520753245","https://openalex.org/W2529849760"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,19,54,61,72,76,81,150,173],"novel":[4],"design":[5,121],"for":[6,64,75,132,137],"self-interference":[7],"(SI)":[8],"cancellation":[9,46,62,139],"in":[10,36,56,108,140],"multiple-input":[11],"multiple-output":[12],"(MIMO)":[13],"full":[14],"duplex":[15],"radios":[16],"by":[17],"using":[18,60,149],"cascaded":[20],"neural":[21,135,157],"network":[22,136,158],"structure.":[23],"Our":[24],"approach":[25,114,171],"exploits":[26],"the":[27,31,42,49,93,112,117,123,129,161],"spatial":[28],"correlation":[29],"among":[30],"transmit":[32],"and":[33,143],"receive":[34],"antennas":[35],"multi":[37],"antenna":[38],"systems":[39],"to":[40,111,159,179],"reduce":[41],"complexity":[43,103,182],"of":[44,59,83,115,134,175],"echo":[45,66,138],"filters":[47],"at":[48],"receivers.":[50],"Specifically,":[51],"we":[52,68],"propose":[53],"method":[55,100],"which,":[57],"instead":[58],"filter":[63,74,95],"each":[65,85],"channel,":[67],"decompose":[69],"it":[70],"into":[71,80,122],"common":[73],"single":[77],"aggressor":[78],"going":[79],"number":[82],"victims":[84],"having":[86],"their":[87],"own":[88],"secondary":[89],"filters,":[90],"thus,":[91],"reducing":[92],"individual":[94],"complexity.":[96],"In":[97],"fact,":[98],"our":[99,170],"provides":[101],"significant":[102],"reduction":[104],"with":[105],"minimal":[106],"degradation":[107],"performance":[109],"compared":[110],"naive":[113],"replicating":[116],"single-input":[118],"single-output":[119],"(SISO)":[120],"MIMO":[124,144],"system.":[125],"We":[126,146,168],"further":[127],"explain":[128],"theoretical":[130],"framework":[131],"functioning":[133],"both":[141],"SISO":[142,162],"systems.":[145],"show":[147,180],"that":[148],"one":[151],"layer":[152],"Rectified":[153],"Linear":[154],"unit":[155],"(ReLU)":[156],"solve":[160],"SI":[163],"problem":[164],"is":[165],"theoretically":[166],"optimal.":[167],"evaluate":[169],"on":[172],"series":[174],"simulated":[176],"correlated":[177],"channels":[178],"case":[181],"reduction.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
