{"id":"https://openalex.org/W4392712852","doi":"https://doi.org/10.1145/3638985.3639005","title":"Robust Deep Learning Approaches for Wireless Communication Systems","display_name":"Robust Deep Learning Approaches for Wireless Communication Systems","publication_year":2023,"publication_date":"2023-12-14","ids":{"openalex":"https://openalex.org/W4392712852","doi":"https://doi.org/10.1145/3638985.3639005"},"language":"en","primary_location":{"id":"doi:10.1145/3638985.3639005","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638985.3639005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 11th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-article"},"type":"conference-paper","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/A5090608684","display_name":"Van Duy Tran","orcid":"https://orcid.org/0009-0003-1307-9408"},"institutions":[{"id":"https://openalex.org/I4387152983","display_name":"Osaka Metropolitan University","ror":"https://ror.org/01hvx5h04","country_code":"JP","type":"education","lineage":["https://openalex.org/I4387152983"]},{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Duy Van Tran","raw_affiliation_strings":["Department of Core Informatics, Graduate School of Informatics, Osaka Metropolitan University, Osaka 558-8585, Japan, Japan"],"raw_orcid":"https://orcid.org/0009-0003-1307-9408","affiliations":[{"raw_affiliation_string":"Department of Core Informatics, Graduate School of Informatics, Osaka Metropolitan University, Osaka 558-8585, Japan, Japan","institution_ids":["https://openalex.org/I4387152983","https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062037367","display_name":"Duc Khai Lam","orcid":"https://orcid.org/0000-0003-2711-1408"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khai Duc Lam","raw_affiliation_strings":["Computer Engineering Department, University of Information Technology, Ho Chi Minh City 700000, Vietnam Vietnam National University, Ho Chi Minh City 700000, Vietnam, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-2711-1408","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, University of Information Technology, Ho Chi Minh City 700000, Vietnam Vietnam National University, Ho Chi Minh City 700000, Vietnam, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048660252","display_name":"Thi Hong Tran","orcid":"https://orcid.org/0000-0002-2744-0079"},"institutions":[{"id":"https://openalex.org/I4387152983","display_name":"Osaka Metropolitan University","ror":"https://ror.org/01hvx5h04","country_code":"JP","type":"education","lineage":["https://openalex.org/I4387152983"]},{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hong Thi Tran","raw_affiliation_strings":["Department of Core Informatics, Graduate School of Informatics, Osaka Metropolitan University, Osaka 558-8585, Japan, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2744-0079","affiliations":[{"raw_affiliation_string":"Department of Core Informatics, Graduate School of Informatics, Osaka Metropolitan University, Osaka 558-8585, Japan, Japan","institution_ids":["https://openalex.org/I4387152983","https://openalex.org/I69740276"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9864000082015991,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7490957975387573},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.577911376953125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39288127422332764},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3444455862045288},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22196424007415771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7490957975387573},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.577911376953125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39288127422332764},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3444455862045288},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22196424007415771}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638985.3639005","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638985.3639005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 11th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W262820864","https://openalex.org/W2152744465","https://openalex.org/W2508135349","https://openalex.org/W2794190039","https://openalex.org/W2913320283","https://openalex.org/W2963190722","https://openalex.org/W2965634381","https://openalex.org/W2982280489","https://openalex.org/W2990964622","https://openalex.org/W3006329735","https://openalex.org/W3006583333","https://openalex.org/W3049142999","https://openalex.org/W3158784763","https://openalex.org/W3207474907"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Multiple":[0,2],"Input":[1],"Output":[3],"Orthogonal":[4],"Frequency":[5],"Division":[6],"Multiplexing":[7],"(MIMO":[8],"OFDM)":[9],"is":[10,25],"a":[11,80,87,140],"key":[12],"technology":[13],"for":[14,43,82],"wireless":[15],"transmission":[16],"systems.":[17],"But":[18],"if":[19],"the":[20,34,44,49,58,72,105,109,118,122,126,135],"peak-to-average":[21],"power":[22],"ratio":[23],"(PAPR)":[24],"too":[26],"high,":[27],"OFDM":[28,36,46,74,90,129],"symbols":[29],"can":[30,101],"be":[31],"distorted":[32],"at":[33,117],"MIMO":[35,45,73,89,128],"transmitter.":[37],"It":[38],"will":[39],"make":[40],"it":[41],"harder":[42],"receiver":[47,91,119],"in":[48,64,69,71,94,125],"channel":[50],"estimation":[51],"and":[52,66,76,113],"signal":[53],"detection":[54],"phase.":[55],"To":[56],"explore":[57],"possibilities":[59],"of":[60],"Deep":[61],"Learning":[62],"(DL)":[63],"particular":[65],"machine":[67],"learning":[68],"general":[70],"system":[75],"to":[77,120],"serve":[78],"as":[79],"foundation":[81],"future":[83],"research,":[84],"we":[85],"develop":[86],"DL-based":[88,137],"using":[92],"DL":[93,99],"this":[95],"work.":[96],"From":[97],"there,":[98],"models":[100],"help":[102],"filter":[103],"out":[104],"noise":[106],"caused":[107],"by":[108],"high":[110],"PAPR":[111],"problem":[112],"change":[114],"some":[115],"parts":[116],"improve":[121],"receiver\u2019s":[123],"performance":[124],"point-to-point":[127],"system.":[130],"The":[131],"simulations":[132],"show":[133],"that":[134],"suggested":[136],"receivers":[138],"have":[139],"lower":[141],"bit":[142],"error":[143],"rate":[144],"(BER)":[145],"than":[146],"conventional":[147],"receivers.":[148]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}