{"id":"https://openalex.org/W4402156202","doi":"https://doi.org/10.1109/icc51166.2024.10622615","title":"Computer Vision-Aided Beamforming for 6G Wireless Communications: Dataset and Training Perspective","display_name":"Computer Vision-Aided Beamforming for 6G Wireless Communications: Dataset and Training Perspective","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156202","doi":"https://doi.org/10.1109/icc51166.2024.10622615"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","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/A5100733417","display_name":"Sunwoo Kim","orcid":"https://orcid.org/0000-0002-7055-6587"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunwoo Kim","raw_affiliation_strings":["Seoul National University,Institue of New Media and Communications and Department of Electrical and Computer Engineering,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Institue of New Media and Communications and Department of Electrical and Computer Engineering,Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067564347","display_name":"Yongjun Ahn","orcid":"https://orcid.org/0000-0003-0914-9330"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongjun Ahn","raw_affiliation_strings":["Seoul National University,Institue of New Media and Communications and Department of Electrical and Computer Engineering,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Institue of New Media and Communications and Department of Electrical and Computer Engineering,Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076075267","display_name":"Byonghyo Shim","orcid":"https://orcid.org/0000-0001-5051-1763"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byonghyo Shim","raw_affiliation_strings":["Seoul National University,Institue of New Media and Communications and Department of Electrical and Computer Engineering,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Institue of New Media and Communications and Department of Electrical and Computer Engineering,Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":1.6912,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86219295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"672","last_page":"677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.9976999759674072,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9975000023841858,"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/perspective","display_name":"Perspective (graphical)","score":0.7498158812522888},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119852304458618},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.692898154258728},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6429926753044128},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6230123043060303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40283024311065674},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3545382618904114},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34398794174194336},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.32722076773643494}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7498158812522888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119852304458618},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.692898154258728},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6429926753044128},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6230123043060303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40283024311065674},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3545382618904114},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34398794174194336},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32722076773643494},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1542745250","display_name":null,"funder_award_id":"RS-2023-00208985,2022M3C1A3099336","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2604698298","https://openalex.org/W2898434483","https://openalex.org/W2908510526","https://openalex.org/W2992064808","https://openalex.org/W3007918497","https://openalex.org/W3034971973","https://openalex.org/W3043521615","https://openalex.org/W3166574225","https://openalex.org/W4206799785","https://openalex.org/W4296337753","https://openalex.org/W4313152637","https://openalex.org/W4315630075","https://openalex.org/W4375869171","https://openalex.org/W4392152549","https://openalex.org/W4393062376","https://openalex.org/W4396813930","https://openalex.org/W4400644870","https://openalex.org/W6620707391","https://openalex.org/W6757817989"],"related_works":["https://openalex.org/W2963170046","https://openalex.org/W230091440","https://openalex.org/W2376244802","https://openalex.org/W2923631784","https://openalex.org/W2233261550","https://openalex.org/W818226659","https://openalex.org/W4311414679","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W3124036039"],"abstract_inverted_index":{"Recent":[0],"progress":[1],"of":[2,17,46,65,68,74,95,112,137,150],"deep":[3],"learning":[4],"(DL)":[5],"and":[6,29,60,70,85,87,122],"computer":[7],"vision":[8,38,53],"(CV)":[9],"have":[10],"paved":[11],"the":[12,15,93,110,113,118,128,135,148,155,159,171,175],"way":[13],"for":[14,41,58,143],"application":[16],"DL-based":[18,25],"CV":[19,26],"technologies":[20],"in":[21,170],"6G":[22],"wireless":[23,42],"communications.":[24],"is":[27,32,49,76,115,131],"data-hungry,":[28],"thus":[30],"it":[31],"important":[33],"to":[34,50,134,154],"collect":[35],"a":[36,52,99,124],"massive":[37],"dataset":[39,54],"designed":[40],"applications.":[43],"An":[44],"aim":[45],"this":[47,138],"paper":[48],"propose":[51],"called":[55,103],"Vision":[56],"Objects":[57],"Millimeter":[59],"Terahertz":[61],"Communications":[62],"(VOMTC)":[63],"consisting":[64],"20,232":[66],"pairs":[67],"RGB":[69],"depth":[71],"images,":[72],"each":[73],"which":[75],"manually":[77],"annotated":[78],"with":[79],"three":[80],"object":[81,120,140],"classes":[82],"(person,":[83],"mobile,":[84],"laptop)":[86],"their":[88],"corresponding":[89],"boxes.":[90],"To":[91],"demonstrate":[92],"efficacy":[94],"VOMTC,":[96],"we":[97,163],"develop":[98],"CV-aided":[100,177],"beamforming":[101],"technique":[102],"VOMTC-based":[104],"beam":[105,125,178],"management":[106],"(VBM).":[107],"In":[108],"VBM,":[109],"location":[111,130],"mobile":[114,156],"extracted":[116,129],"via":[117],"VOMTC-trained":[119],"detector":[121,141],"then":[123],"heading":[126],"toward":[127],"generated.":[132],"Due":[133],"use":[136],"special":[139],"tailored":[142],"identifying":[144],"mobiles,":[145],"VBM":[146,166],"enhances":[147],"chance":[149],"transmitting":[151],"directional":[152],"beams":[153],"location.":[157],"Using":[158],"VOMTC":[160],"test":[161],"dataset,":[162],"show":[164],"that":[165],"achieves":[167],"15%":[168],"improvement":[169],"data":[172],"rate":[173],"over":[174],"conventional":[176],"management.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
