{"id":"https://openalex.org/W4309156236","doi":"https://doi.org/10.1109/apcc55198.2022.9943719","title":"Deep Learning based Multiple-Beam Transmission for IEEE 802.11ay Beamforming Training","display_name":"Deep Learning based Multiple-Beam Transmission for IEEE 802.11ay Beamforming Training","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309156236","doi":"https://doi.org/10.1109/apcc55198.2022.9943719"},"language":"en","primary_location":{"id":"doi:10.1109/apcc55198.2022.9943719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc55198.2022.9943719","pdf_url":null,"source":{"id":"https://openalex.org/S4363608215","display_name":"2022 27th Asia Pacific Conference on Communications (APCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th Asia Pacific Conference on Communications (APCC)","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/A5009769675","display_name":"Mun-Suk Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Mun-Suk Kim","raw_affiliation_strings":["Sejong University,Department of Computer Sciences and Engineering,Seoul,Korea","Department of Computer Sciences and Engineering, Sejong University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sejong University,Department of Computer Sciences and Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"Department of Computer Sciences and Engineering, Sejong University, Seoul, Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009769675"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":null,"apc_paid":null,"fwci":0.413,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51147287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"494","last_page":"495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9988999962806702,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.996999979019165,"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/beamforming","display_name":"Beamforming","score":0.8296266794204712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7702491283416748},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.697528600692749},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5961208939552307},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5818057656288147},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5054271221160889},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5052888989448547},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4875302016735077},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45971205830574036},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4544534981250763},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4435535967350006},{"id":"https://openalex.org/keywords/ieee-802","display_name":"IEEE 802","score":0.43147027492523193},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41751545667648315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41086268424987793},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.328616738319397},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2701551914215088}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.8296266794204712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702491283416748},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.697528600692749},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5961208939552307},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5818057656288147},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5054271221160889},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5052888989448547},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4875302016735077},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45971205830574036},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4544534981250763},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4435535967350006},{"id":"https://openalex.org/C522090004","wikidata":"https://www.wikidata.org/wiki/Q616245","display_name":"IEEE 802","level":3,"score":0.43147027492523193},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41751545667648315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41086268424987793},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.328616738319397},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2701551914215088},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apcc55198.2022.9943719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc55198.2022.9943719","pdf_url":null,"source":{"id":"https://openalex.org/S4363608215","display_name":"2022 27th Asia Pacific Conference on Communications (APCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th Asia Pacific Conference on Communications (APCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2900306548","https://openalex.org/W3120947797","https://openalex.org/W3165136200"],"related_works":["https://openalex.org/W2963170046","https://openalex.org/W2376244802","https://openalex.org/W1971477554","https://openalex.org/W818226659","https://openalex.org/W2923631784","https://openalex.org/W4311414679","https://openalex.org/W2567141277","https://openalex.org/W2130785056","https://openalex.org/W2132841313","https://openalex.org/W2724724053"],"abstract_inverted_index":{"In":[0],"this":[1,29],"study,":[2],"we":[3],"propose":[4],"a":[5],"deep":[6],"neural":[7],"network-based":[8],"scheme":[9],"that":[10],"performs":[11],"efficient":[12],"multi-user":[13],"multiple-input-multiple-output":[14],"(MU-MIMO)":[15],"beamforming":[16],"training":[17],"(BFT)":[18],"for":[19],"IEEE":[20],"802.11ay":[21],"wireless":[22],"local":[23],"area":[24],"network":[25],"(WLAN).":[26],"It":[27],"achieves":[28],"by":[30],"accurately":[31],"estimating":[32],"link":[33],"qualities":[34],"measured":[35],"when":[36],"an":[37],"action":[38],"frame":[39],"is":[40],"transmitted":[41],"thought":[42],"multiple":[43],"concurrent":[44],"beams.":[45]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}