{"id":"https://openalex.org/W4221093262","doi":"https://doi.org/10.23919/icact53585.2022.9728942","title":"On Mitigation of Ranging Errors for Through-the-Body NLOS Conditions using Convolutional Neural Networks","display_name":"On Mitigation of Ranging Errors for Through-the-Body NLOS Conditions using Convolutional Neural Networks","publication_year":2022,"publication_date":"2022-02-13","ids":{"openalex":"https://openalex.org/W4221093262","doi":"https://doi.org/10.23919/icact53585.2022.9728942"},"language":"en","primary_location":{"id":"doi:10.23919/icact53585.2022.9728942","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728942","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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 24th International Conference on Advanced Communication Technology (ICACT)","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/A5060551312","display_name":"Sung-Chan Nam","orcid":null},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sung-Chan Nam","raw_affiliation_strings":["Ajou University,Department of Software and Computer Engineering,Suwon,Republic of Korea","Department of Software and Computer Engineering, Ajou University, Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Ajou University,Department of Software and Computer Engineering,Suwon,Republic of Korea","institution_ids":["https://openalex.org/I57664883"]},{"raw_affiliation_string":"Department of Software and Computer Engineering, Ajou University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060010665","display_name":"Hong-Beom Choi","orcid":"https://orcid.org/0000-0002-2551-0010"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hong-Beom Choi","raw_affiliation_strings":["Ajou University,Department of Software and Computer Engineering,Suwon,Republic of Korea","Department of Software and Computer Engineering, Ajou University, Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Ajou University,Department of Software and Computer Engineering,Suwon,Republic of Korea","institution_ids":["https://openalex.org/I57664883"]},{"raw_affiliation_string":"Department of Software and Computer Engineering, Ajou University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073276900","display_name":"Young\u2010Bae Ko","orcid":"https://orcid.org/0000-0002-8799-1761"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Bae Ko","raw_affiliation_strings":["Ajou University,Department of Software and Computer Engineering,Suwon,Republic of Korea","Department of Software and Computer Engineering, Ajou University, Suwon, Republic of Korea","Department of AI Convergence Network, Ajou University, Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Ajou University,Department of Software and Computer Engineering,Suwon,Republic of Korea","institution_ids":["https://openalex.org/I57664883"]},{"raw_affiliation_string":"Department of Software and Computer Engineering, Ajou University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I57664883"]},{"raw_affiliation_string":"Department of AI Convergence Network, Ajou University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060551312"],"corresponding_institution_ids":["https://openalex.org/I57664883"],"apc_list":null,"apc_paid":null,"fwci":0.9657,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65855576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"144"},"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T12024","display_name":"Ultra-Wideband Communications Technology","score":0.982699990272522,"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/non-line-of-sight-propagation","display_name":"Non-line-of-sight propagation","score":0.9856046438217163},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.9304530620574951},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8230510950088501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7797869443893433},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7477158308029175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49880099296569824},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4664003252983093},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3589975833892822},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.19067147374153137},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.135087251663208}],"concepts":[{"id":"https://openalex.org/C154910267","wikidata":"https://www.wikidata.org/wiki/Q1740982","display_name":"Non-line-of-sight propagation","level":3,"score":0.9856046438217163},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.9304530620574951},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8230510950088501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7797869443893433},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7477158308029175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49880099296569824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4664003252983093},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3589975833892822},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.19067147374153137},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.135087251663208},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact53585.2022.9728942","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728942","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1995125157","https://openalex.org/W2603607770","https://openalex.org/W2945420568","https://openalex.org/W2982659423","https://openalex.org/W3013615741","https://openalex.org/W3124118650"],"related_works":["https://openalex.org/W2904654071","https://openalex.org/W3004316703","https://openalex.org/W3149021053","https://openalex.org/W4389372489","https://openalex.org/W2124974059","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049"],"abstract_inverted_index":{"A":[0],"UWB-based":[1],"indoor":[2,55],"localization":[3],"is":[4,21,47],"highly":[5],"useful":[6],"in":[7,17],"various":[8,37],"location-aware":[9],"applications":[10],"due":[11],"to":[12,26],"its":[13],"high-precision":[14],"and":[15],"robustness":[16],"obstacles.":[18,56],"However,":[19],"it":[20],"still":[22],"a":[23,62],"challenging":[24],"issue":[25],"mitigate":[27],"ranging":[28,65],"errors":[29],"caused":[30],"by":[31,54],"non-line-of-sight(NLOS)":[32],"conditions.":[33],"In":[34,57],"recent":[35],"years,":[36],"approaches":[38],"have":[39],"been":[40],"attempted":[41],"using":[42,73],"deep":[43],"learning,":[44],"but":[45],"this":[46,58],"mostly":[48],"the":[49],"study":[50],"of":[51,64],"NLOS":[52,71],"conditions":[53,72],"paper,":[59],"we":[60],"proposed":[61],"solution":[63],"error":[66],"mitigation":[67],"for":[68],"through-the-human":[69],"body":[70],"Convolutional":[74],"Neural":[75],"Networks.":[76]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
