{"id":"https://openalex.org/W4407247988","doi":"https://doi.org/10.1109/wpmc63271.2024.10863803","title":"Deep Learning-based Local 5G Radio Estimation for Smart Factory Environments","display_name":"Deep Learning-based Local 5G Radio Estimation for Smart Factory Environments","publication_year":2024,"publication_date":"2024-11-17","ids":{"openalex":"https://openalex.org/W4407247988","doi":"https://doi.org/10.1109/wpmc63271.2024.10863803"},"language":"en","primary_location":{"id":"doi:10.1109/wpmc63271.2024.10863803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc63271.2024.10863803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC)","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/A5110271727","display_name":"Changwoo Pyo","orcid":null},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Changwoo Pyo","raw_affiliation_strings":["Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan"],"affiliations":[{"raw_affiliation_string":"Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034566071","display_name":"Kazuo Ibuka","orcid":null},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ibuka Kazuo","raw_affiliation_strings":["Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan"],"affiliations":[{"raw_affiliation_string":"Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110471906","display_name":"Homare Murakami","orcid":null},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Murakami Homare","raw_affiliation_strings":["Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan"],"affiliations":[{"raw_affiliation_string":"Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052554000","display_name":"Hirokazu Sawada","orcid":"https://orcid.org/0000-0002-8496-1962"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirokazu Sawada","raw_affiliation_strings":["Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan"],"affiliations":[{"raw_affiliation_string":"Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008522950","display_name":"Takeshi Matsumura","orcid":"https://orcid.org/0000-0002-7027-8847"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Matsumura","raw_affiliation_strings":["Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan"],"affiliations":[{"raw_affiliation_string":"Network Research Institute National Institute of Information and Communications Technology,Wireless Systems Laborator, Wireless Networks Research Center,Yokosuka,Japan","institution_ids":["https://openalex.org/I90023481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5110271727"],"corresponding_institution_ids":["https://openalex.org/I90023481"],"apc_list":null,"apc_paid":null,"fwci":0.3493,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68521443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10986","display_name":"RFID technology advancements","score":0.9973000288009644,"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/T10986","display_name":"RFID technology advancements","score":0.9973000288009644,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9962000250816345,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9850999712944031,"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/factory","display_name":"Factory (object-oriented programming)","score":0.689223051071167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6070852875709534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4375618100166321},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4354628324508667}],"concepts":[{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.689223051071167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6070852875709534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4375618100166321},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4354628324508667},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wpmc63271.2024.10863803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc63271.2024.10863803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2127114947","https://openalex.org/W2127578024","https://openalex.org/W2146881125","https://openalex.org/W2242754697","https://openalex.org/W2771783069","https://openalex.org/W4317642354","https://openalex.org/W4317642555","https://openalex.org/W4317642559","https://openalex.org/W4386596856","https://openalex.org/W4389459365","https://openalex.org/W4400276184","https://openalex.org/W6690577104"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"This":[0],"paper":[1,39,76],"discusses":[2],"advancements":[3],"in":[4,46,51,59,99],"smart":[5,100],"factories":[6],"using":[7],"ICT":[8],"and":[9,35,69,85],"wireless":[10,61],"communication,":[11],"particularly":[12],"focusing":[13],"on":[14],"minimal":[15,120],"fabs,":[16],"which":[17],"are":[18],"compact":[19],"semiconductor":[20],"facilities":[21],"optimized":[22],"for":[23,94],"small-scale":[24],"production.":[25],"These":[26],"fabs":[27],"use":[28],"5G":[29,43],"technology":[30],"to":[31,64],"enhance":[32],"device":[33],"interconnectivity":[34],"data":[36],"exchange.":[37],"The":[38],"also":[40],"explores":[41],"Local":[42],"(L5G)":[44],"networks":[45],"Japan,":[47],"highlighting":[48],"their":[49],"application":[50],"environments":[52],"requiring":[53],"high":[54],"confidentiality.":[55],"Developers":[56],"face":[57],"challenges":[58],"optimizing":[60],"connectivity":[62],"due":[63],"factors":[65],"like":[66],"building":[67],"layout":[68],"obstructions.":[70],"To":[71],"address":[72],"these":[73],"challenges,":[74],"the":[75,106,112,119],"introduces":[77],"a":[78,86],"semi-automatically":[79],"created":[80],"database":[81],"of":[82],"factory":[83,101],"layouts":[84],"deep":[87],"learning-based":[88],"L5G":[89,114],"radio":[90,96,107,115],"estimation":[91,108],"method,":[92],"RadioResUNet,":[93],"predicting":[95],"signal":[97],"strength":[98],"environments.":[102],"Additionally,":[103],"we":[104],"verify":[105],"accuracy":[109],"by":[110],"comparing":[111],"practical":[113],"measurements":[116],"conducted":[117],"within":[118],"fab.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}