{"id":"https://openalex.org/W4413677497","doi":"https://doi.org/10.23919/jcn.2025.000049","title":"Multi-modal sensing-assisted beam prediction using real-world dataset","display_name":"Multi-modal sensing-assisted beam prediction using real-world dataset","publication_year":2025,"publication_date":"2025-08-26","ids":{"openalex":"https://openalex.org/W4413677497","doi":"https://doi.org/10.23919/jcn.2025.000049"},"language":"en","primary_location":{"id":"doi:10.23919/jcn.2025.000049","is_oa":true,"landing_page_url":"https://doi.org/10.23919/jcn.2025.000049","pdf_url":null,"source":{"id":"https://openalex.org/S173102057","display_name":"Journal of Communications and Networks","issn_l":"1229-2370","issn":["1229-2370","1976-5541"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Communications and Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.23919/jcn.2025.000049","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109706214","display_name":"Yerin Yeo","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":"Yerin Yeo","raw_affiliation_strings":["Department of Artificial Intelligence and Deep Learning Architecture Research Center, Sejong University, Seoul 05006, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Deep Learning Architecture Research Center, Sejong University, Seoul 05006, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349772","display_name":"Jung-Hyun Kim","orcid":"https://orcid.org/0000-0002-9500-1537"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]},{"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":false,"raw_author_name":"Junghyun Kim","raw_affiliation_strings":["Department of Artificial Intelligence and Deep Learning Architecture Research Center, Sejong University, Seoul 05006, Republic of Korea","Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Deep Learning Architecture Research Center, Sejong University, Seoul 05006, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077417443","display_name":"Jihyung Kim","orcid":"https://orcid.org/0000-0002-3854-3145"},"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"]},{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihyung Kim","raw_affiliation_strings":["Department of Artificial Intelligence and Deep Learning Architecture Research Center, Sejong University, Seoul 05006, Republic of Korea","Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Deep Learning Architecture Research Center, Sejong University, Seoul 05006, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053628298","display_name":"Jun\u2010Hwan Lee","orcid":"https://orcid.org/0000-0001-5730-6869"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junhwan Lee","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109706214"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":null,"apc_paid":null,"fwci":0.7181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75484416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"27","issue":"5","first_page":"412","last_page":"419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14158","display_name":"Optical Systems and Laser Technology","score":0.9843999743461609,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9843999743461609,"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/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9333999752998352,"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/computer-science","display_name":"Computer science","score":0.8553853034973145},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.622206449508667},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3769570291042328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3447650372982025},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3344539999961853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3257961869239807},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07746297121047974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8553853034973145},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.622206449508667},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3769570291042328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3447650372982025},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3344539999961853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3257961869239807},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07746297121047974},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/jcn.2025.000049","is_oa":true,"landing_page_url":"https://doi.org/10.23919/jcn.2025.000049","pdf_url":null,"source":{"id":"https://openalex.org/S173102057","display_name":"Journal of Communications and Networks","issn_l":"1229-2370","issn":["1229-2370","1976-5541"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Communications and Networks","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.23919/jcn.2025.000049","is_oa":true,"landing_page_url":"https://doi.org/10.23919/jcn.2025.000049","pdf_url":null,"source":{"id":"https://openalex.org/S173102057","display_name":"Journal of Communications and Networks","issn_l":"1229-2370","issn":["1229-2370","1976-5541"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Communications and Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W2379392295","https://openalex.org/W3160965418","https://openalex.org/W613940353","https://openalex.org/W1987967678","https://openalex.org/W2320915480","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"techniques":[3],"for":[4],"beam":[5,25],"prediction":[6,70],"using":[7,26,56],"multi-modal":[8],"sensing":[9],"data.":[10],"Specifically,":[11],"our":[12],"aim":[13],"is":[14],"to":[15,80],"develop":[16],"a":[17,44,51,66,73],"deep":[18],"learning":[19],"model":[20,53],"that":[21],"predicts":[22],"the":[23,81],"optimal":[24],"information":[27],"collected":[28],"from":[29],"camera,":[30],"LiDAR,":[31],"radar,":[32],"and":[33,49,59,72],"GPS":[34],"sensors.":[35],"For":[36],"this":[37],"purpose,":[38],"we":[39,54],"propose":[40],"ResNet-SE,":[41],"which":[42],"integrates":[43],"squeeze-and-excitation":[45],"network":[46],"with":[47],"ResNet,":[48],"PIformer,":[50],"transformer-based":[52],"design":[55],"pooling":[57],"layers":[58],"inception":[60],"mixer":[61],"modules.":[62],"Experimental":[63],"results":[64],"demonstrate":[65],"22%":[67],"improvement":[68],"in":[69,76],"accuracy":[71],"38%":[74],"reduction":[75],"training":[77],"time":[78],"compared":[79],"state-of-the-art":[82],"model.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
