{"id":"https://openalex.org/W4385269893","doi":"https://doi.org/10.1109/eucnc/6gsummit58263.2023.10188249","title":"Influence of Dataset Parameters on the Performance of Direct UE Positioning via Deep Learning","display_name":"Influence of Dataset Parameters on the Performance of Direct UE Positioning via Deep Learning","publication_year":2023,"publication_date":"2023-06-06","ids":{"openalex":"https://openalex.org/W4385269893","doi":"https://doi.org/10.1109/eucnc/6gsummit58263.2023.10188249"},"language":"en","primary_location":{"id":"doi:10.1109/eucnc/6gsummit58263.2023.10188249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eucnc/6gsummit58263.2023.10188249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)","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/A5062228753","display_name":"Baptiste Chatelier","orcid":"https://orcid.org/0009-0004-6076-6507"},"institutions":[{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Baptiste Chatelier","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073070039","display_name":"Vincent Corlay","orcid":"https://orcid.org/0000-0002-9406-8377"},"institutions":[{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Corlay","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030331155","display_name":"Cristina Ciochina","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cristina Ciochina","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058593673","display_name":"Fallou Coly","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fallou Coly","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008789380","display_name":"Julien Guillet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Guillet","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062228753"],"corresponding_institution_ids":["https://openalex.org/I4210089619"],"apc_list":null,"apc_paid":null,"fwci":1.071,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76743326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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/T10860","display_name":"Speech and Audio Processing","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/non-line-of-sight-propagation","display_name":"Non-line-of-sight propagation","score":0.963417112827301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7672814130783081},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.6796445846557617},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6166741251945496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5779802203178406},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5717378854751587},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5413117408752441},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.4669989347457886},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43283161520957947},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4291062355041504},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42373186349868774},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38063350319862366},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26612311601638794},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.19838154315948486},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0868883728981018}],"concepts":[{"id":"https://openalex.org/C154910267","wikidata":"https://www.wikidata.org/wiki/Q1740982","display_name":"Non-line-of-sight propagation","level":3,"score":0.963417112827301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672814130783081},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.6796445846557617},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6166741251945496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5779802203178406},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5717378854751587},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5413117408752441},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.4669989347457886},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43283161520957947},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4291062355041504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42373186349868774},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38063350319862366},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26612311601638794},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.19838154315948486},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0868883728981018},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eucnc/6gsummit58263.2023.10188249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eucnc/6gsummit58263.2023.10188249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"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":5,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2796919480","https://openalex.org/W3108914020","https://openalex.org/W4205565670","https://openalex.org/W4294783215"],"related_works":["https://openalex.org/W2172272784","https://openalex.org/W4307436769","https://openalex.org/W4323793210","https://openalex.org/W2913823013","https://openalex.org/W4385731880","https://openalex.org/W4226210192","https://openalex.org/W2464309386","https://openalex.org/W4389401745","https://openalex.org/W3200903575","https://openalex.org/W4323022415"],"abstract_inverted_index":{"User":[0],"equipment":[1],"(UE)":[2],"positioning":[3,41,76],"accuracy":[4,42],"is":[5,34],"of":[6,25,53,70,80,86,92,100],"paramount":[7],"importance":[8],"in":[9,22,43],"current":[10],"and":[11,96],"future":[12],"communications":[13],"standard.":[14],"However,":[15],"traditional":[16],"methods":[17],"tend":[18],"to":[19,37],"perform":[20],"poorly":[21],"non":[23],"line":[24],"sight":[26],"(NLoS)":[27],"scenarios.":[28],"As":[29],"a":[30,35,101],"result,":[31],"deep":[32,54],"learning":[33,55],"candidate":[36],"enhance":[38],"the":[39,51,57,68,75,78,84,90,93,97],"UE":[40],"NLoS":[44],"environments.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,66],"study":[50],"efficiency":[52],"on":[56,74],"3GPP":[58],"indoor":[59],"factory":[60],"(InF)":[61],"statistical":[62],"channel.":[63],"More":[64],"specifically,":[65],"analyse":[67],"impacts":[69],"several":[71],"key":[72],"elements":[73],"accuracy:":[77],"type":[79],"radio":[81],"data":[82],"used,":[83],"number":[85],"base":[87],"stations":[88],"(BS),":[89],"size":[91],"training":[94],"dataset,":[95],"generalization":[98],"ability":[99],"trained":[102],"model.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}