{"id":"https://openalex.org/W4323646147","doi":"https://doi.org/10.1109/fnwf55208.2022.00037","title":"Autoencoder Communications with Optimized Interference Suppression for NextG RAN","display_name":"Autoencoder Communications with Optimized Interference Suppression for NextG RAN","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4323646147","doi":"https://doi.org/10.1109/fnwf55208.2022.00037"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/fnwf55208.2022.00037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5075960743","display_name":"Kemal Davasl\u0131o\u011flu","orcid":"https://orcid.org/0000-0003-2745-6764"},"institutions":[{"id":"https://openalex.org/I4210130304","display_name":"University Technical Services (United States)","ror":"https://ror.org/03e6rtv28","country_code":"US","type":"company","lineage":["https://openalex.org/I4210130304"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kemal Davaslioglu","raw_affiliation_strings":["University Technical Services, Greenbelt, MD, USA"],"affiliations":[{"raw_affiliation_string":"University Technical Services, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I4210130304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024995674","display_name":"Tugba Erpek","orcid":"https://orcid.org/0000-0003-0168-2587"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"funder","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tugba Erpek","raw_affiliation_strings":["National Security Institute, Virginia Tech, Arlington, VA, USA"],"affiliations":[{"raw_affiliation_string":"National Security Institute, Virginia Tech, Arlington, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089570143","display_name":"Yalin E. Sagduyu","orcid":"https://orcid.org/0000-0003-1576-5527"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"funder","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yalin E. Sagduyu","raw_affiliation_strings":["National Security Institute, Virginia Tech, Arlington, VA, USA"],"affiliations":[{"raw_affiliation_string":"National Security Institute, Virginia Tech, Arlington, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":59},"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"169"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9919,"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":0.9854,"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/smoothing","display_name":"Smoothing","score":0.4348883}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.67397547},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.6000915},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.52792764},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5245167},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.5082757},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.4790286},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.4690032},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4406881},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4348883},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.43483016},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3762457},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31586912},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.31271118},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19584432},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/fnwf55208.2022.00037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2122538988","https://openalex.org/W2132453830","https://openalex.org/W2616867685","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2784307620","https://openalex.org/W2886686944","https://openalex.org/W2950048339","https://openalex.org/W2964198392","https://openalex.org/W2986517689","https://openalex.org/W3006329735","https://openalex.org/W3088492475","https://openalex.org/W3124741809","https://openalex.org/W3181478713","https://openalex.org/W3214644284","https://openalex.org/W4285240547"],"related_works":["https://openalex.org/W4389302182","https://openalex.org/W4388516297","https://openalex.org/W4229074657","https://openalex.org/W2919167754","https://openalex.org/W2361299381","https://openalex.org/W2089955640","https://openalex.org/W2010761432","https://openalex.org/W1996543123","https://openalex.org/W1978322239","https://openalex.org/W1194392288"],"abstract_inverted_index":{"This":[0,98],"paper":[1,99],"models":[2],"an":[3,15],"end-to-end":[4],"communications":[5,47,72,104],"system":[6],"for":[7,93],"the":[8,40,70,94,102,107,117],"NextG":[9],"radio":[10],"access":[11],"network":[12],"(RAN)":[13],"as":[14,34],"autoencoder":[16],"(AE)":[17],"subject":[18],"to":[19,57,67,82,106,124],"interference":[20,52,63,74,85,113],"effects.":[21,65],"The":[22,45],"transmitter":[23],"(coding":[24],"and":[25,27,30,42,54,61,76,115],"modulation)":[26],"receiver":[28],"(demodulation":[29],"decoding)":[31],"are":[32],"represented":[33],"deep":[35],"neural":[36],"networks":[37],"(DNNs)":[38],"of":[39,91],"encoder":[41],"decoder,":[43],"respectively.":[44],"AE":[46,71,103],"systems":[48],"is":[49],"trained":[50],"with":[51,73,87],"training":[53,75],"randomized":[55,77],"smoothing":[56,78],"operate":[58],"under":[59,112],"unknown":[60],"dynamic":[62],"(jamming)":[64],"Compared":[66],"conventional":[68,125],"communications,":[69],"can":[79],"achieve":[80],"up":[81],"36":[83],"dB":[84],"suppression":[86],"a":[88],"channel":[89],"reuse":[90],"four":[92],"single":[95],"antenna":[96],"case.":[97],"also":[100],"extends":[101],"formulation":[105],"multiple-input":[108],"multiple-output":[109],"(MIMO)":[110],"case":[111],"effects":[114],"shows":[116],"bit":[118],"error":[119],"rate":[120],"(BER)":[121],"improvement":[122],"compared":[123],"MIMO":[126],"communications.":[127]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4323646147","counts_by_year":[],"updated_date":"2025-03-04T00:37:07.167128","created_date":"2023-03-10"}