{"id":"https://openalex.org/W2809712917","doi":"https://doi.org/10.1109/icasi.2018.8394387","title":"Applying Deep Neural Network (DNN) for large-scale indoor localization using feed-forward neural network (FFNN) algorithm","display_name":"Applying Deep Neural Network (DNN) for large-scale indoor localization using feed-forward neural network (FFNN) algorithm","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2809712917","doi":"https://doi.org/10.1109/icasi.2018.8394387","mag":"2809712917"},"language":"en","primary_location":{"id":"doi:10.1109/icasi.2018.8394387","doi":"https://doi.org/10.1109/icasi.2018.8394387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasi.2018.8394387","pdf_url":null,"source":{"id":"https://openalex.org/S4306498321","display_name":"2018 IEEE International Conference on Applied System Invention (ICASI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2018 IEEE International Conference on Applied System Invention (ICASI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5018348428","display_name":"Abebe Belay Adege","orcid":"https://orcid.org/0000-0002-7649-9739","observed_orcids":["https://orcid.org/0000-0002-7649-9739"]},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Abebe Belay Adege","raw_affiliation_strings":["Department of International Graduate Program in Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Graduate Program in Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047612384","display_name":"Lei Yen","orcid":"https://orcid.org/0000-0003-4161-698X","observed_orcids":["https://orcid.org/0000-0003-4161-698X"]},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lei Yen","raw_affiliation_strings":["Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085911437","display_name":"Hsin\u2010Piao Lin","orcid":"https://orcid.org/0000-0003-4575-516X","observed_orcids":["https://orcid.org/0000-0003-4575-516X"]},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-piao Lin","raw_affiliation_strings":["Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004093849","display_name":"Yirga Yayeh Munaye","orcid":"https://orcid.org/0000-0001-6057-9622","observed_orcids":["https://orcid.org/0000-0001-6057-9622"]},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yirga Yayeh","raw_affiliation_strings":["Department of International Graduate Program in Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Graduate Program in Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048484899","display_name":"Yun Ruei Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yun Ruei Li","raw_affiliation_strings":["Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108695988","display_name":"Shiann\u2010Shiun Jeng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33096239","display_name":"National Dong Hwa University","ror":"https://ror.org/00mng9617","country_code":"TW","type":"education","lineage":["https://openalex.org/I33096239"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shiann-Shiun Jeng","raw_affiliation_strings":["Department of Electrical Engineering, National Dong Hwa University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Dong Hwa University, Taipei, Taiwan","institution_ids":["https://openalex.org/I33096239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031808873","display_name":"Getaneh Berie Tarekegn","orcid":"https://orcid.org/0000-0002-5501-9871","observed_orcids":["https://orcid.org/0000-0002-5501-9871"]},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Getaneh Berie","raw_affiliation_strings":["Department of International Graduate Program in Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Graduate Program in Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8057,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.98180007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"814","last_page":"817"},"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.0,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/indoor-positioning","display_name":"indoor positioning","score":0.9980000257492065},{"id":"https://openalex.org/keywords/received-signal-strength","display_name":"received signal strength","score":0.8569999933242798},{"id":"https://openalex.org/keywords/feedforward-neural-networks","display_name":"feedforward neural networks","score":0.9449999928474426},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.8659999966621399},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8339999914169312},{"id":"https://openalex.org/keywords/location-estimation","display_name":"location estimation","score":0.4970000088214874},{"id":"https://openalex.org/keywords/large-scale-localization","display_name":"large-scale localization","score":0.46299999952316284}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.8847248554229736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811515212059021},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6897115111351013},{"id":"https://openalex.org/C176808163","wikidata":"https://www.wikidata.org/wiki/Q17105794","display_name":"Signal strength","level":3,"score":0.5766718983650208},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.547859787940979},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.543777346611023},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48957571387290955},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4773404896259308},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4511597752571106},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44180893898010254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43781036138534546},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3856722116470337},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.23271894454956055},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1396276354789734},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11890053749084473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08087459206581116},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06832489371299744},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasi.2018.8394387","doi":"https://doi.org/10.1109/icasi.2018.8394387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasi.2018.8394387","pdf_url":null,"source":{"id":"https://openalex.org/S4306498321","display_name":"2018 IEEE International Conference on Applied System Invention (ICASI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2018 IEEE International Conference on Applied System Invention (ICASI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1637458466","https://openalex.org/W1891938465","https://openalex.org/W2041740728","https://openalex.org/W2055033894","https://openalex.org/W2113568926","https://openalex.org/W2136986649","https://openalex.org/W2171914355","https://openalex.org/W2291096763","https://openalex.org/W2291859485","https://openalex.org/W2309512289","https://openalex.org/W2469724873","https://openalex.org/W2736703449","https://openalex.org/W2774684174","https://openalex.org/W2963576433"],"related_works":["https://openalex.org/W2811258534","https://openalex.org/W3034979478","https://openalex.org/W4312247579","https://openalex.org/W2904555104","https://openalex.org/W3128452630","https://openalex.org/W4391761555","https://openalex.org/W3118631968","https://openalex.org/W4220684626","https://openalex.org/W4401753899","https://openalex.org/W2922879336"],"abstract_inverted_index":{"In":[0,42],"Internet":[1],"of":[2,62],"things":[3],"(IoT),":[4],"indoor":[5],"localization":[6],"plays":[7],"a":[8,47],"vital":[9],"role":[10],"in":[11],"everyday":[12],"applications":[13],"such":[14],"as":[15],"locating":[16],"mobile":[17,20],"users,":[18],"location-based":[19],"advertising":[21],"and":[22,39,60,72],"requesting":[23],"nearest":[24],"business.":[25],"Received":[26],"Signal":[27],"Strength":[28],"(RSS)":[29],"is":[30,78],"used":[31],"due":[32],"to":[33],"minimum":[34],"cost,":[35],"less":[36,68],"operational":[37],"complexity,":[38],"easy":[40],"usages.":[41],"this":[43],"work,":[44],"we":[45],"proposed":[46],"Feed-Forward":[48],"Deep":[49],"Neural":[50],"Network":[51],"(FF-DNN)":[52],"Algorithm.":[53],"The":[54,76],"simulation":[55],"result":[56],"shows":[57],"53.123%,":[58],"78.123%":[59],"100%":[61],"the":[63],"accuracy":[64],"has":[65],"estimation":[66],"error":[67],"than":[69],"0.5,":[70],"0.75":[71],"1":[73],"meters":[74],"respectively.":[75],"RMSE":[77],"0.32.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-07-10T00:00:00"}
