{"id":"https://openalex.org/W3209606035","doi":"https://doi.org/10.1109/scse53661.2021.9568311","title":"Comparison of supervised learning-based indoor localization techniques for smart building applications","display_name":"Comparison of supervised learning-based indoor localization techniques for smart building applications","publication_year":2021,"publication_date":"2021-09-16","ids":{"openalex":"https://openalex.org/W3209606035","doi":"https://doi.org/10.1109/scse53661.2021.9568311","mag":"3209606035"},"language":"en","primary_location":{"id":"doi:10.1109/scse53661.2021.9568311","doi":"https://doi.org/10.1109/scse53661.2021.9568311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scse53661.2021.9568311","pdf_url":null,"source":{"id":"https://openalex.org/S7407087769","display_name":"International Research Conference on Smart Computing and Systems Engineering (SCSE)","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":"2021 International Research Conference on Smart Computing and Systems Engineering (SCSE)","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/A5050194536","display_name":"M. W. P. Maduraga","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405278244","display_name":"IIC University of Technology","ror":"https://ror.org/05eztjh21","country_code":"KH","type":"education","lineage":["https://openalex.org/I4405278244"]}],"countries":["KH"],"is_corresponding":false,"raw_author_name":"M. W. P. Maduraga","raw_affiliation_strings":["IIC University of Technology, The Kingdom of Cambodia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIC University of Technology, The Kingdom of Cambodia","institution_ids":["https://openalex.org/I4405278244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009946922","display_name":"Ruvan Abeysekara","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405278244","display_name":"IIC University of Technology","ror":"https://ror.org/05eztjh21","country_code":"KH","type":"education","lineage":["https://openalex.org/I4405278244"]}],"countries":["KH"],"is_corresponding":false,"raw_author_name":"Ruvan Abeysekara","raw_affiliation_strings":["IIC University of Technology, The Kingdom of Cambodia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIC University of Technology, The Kingdom of Cambodia","institution_ids":["https://openalex.org/I4405278244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405278244"],"apc_list":null,"apc_paid":null,"fwci":5.0293,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97025409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"148"},"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-indicator","display_name":"received signal strength indicator","score":0.8830000162124634},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.8130000233650208},{"id":"https://openalex.org/keywords/smart-buildings","display_name":"smart buildings","score":0.8169999718666077},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9520000219345093},{"id":"https://openalex.org/keywords/human-tracking","display_name":"human tracking","score":0.5450000166893005},{"id":"https://openalex.org/keywords/sensor-networks","display_name":"sensor networks","score":0.6380000114440918},{"id":"https://openalex.org/keywords/location-prediction","display_name":"location prediction","score":0.7570000290870667}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.9370085000991821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217833995819092},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.656940758228302},{"id":"https://openalex.org/C176808163","wikidata":"https://www.wikidata.org/wiki/Q17105794","display_name":"Signal strength","level":3,"score":0.6233161687850952},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5645638704299927},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.552453875541687},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47437840700149536},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4735680818557739},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4612094461917877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45934730768203735},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4284062087535858},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36322879791259766},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21872463822364807},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19310131669044495},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17226442694664001},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scse53661.2021.9568311","doi":"https://doi.org/10.1109/scse53661.2021.9568311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scse53661.2021.9568311","pdf_url":null,"source":{"id":"https://openalex.org/S7407087769","display_name":"International Research Conference on Smart Computing and Systems Engineering (SCSE)","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":"2021 International Research Conference on Smart Computing and Systems Engineering (SCSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1637458466","https://openalex.org/W1988883388","https://openalex.org/W2043139445","https://openalex.org/W2740695986","https://openalex.org/W2806729898","https://openalex.org/W2909461389","https://openalex.org/W3034999092","https://openalex.org/W3108914020","https://openalex.org/W3131461523","https://openalex.org/W3163893952"],"related_works":["https://openalex.org/W3163893952","https://openalex.org/W4390188581","https://openalex.org/W4392011491","https://openalex.org/W4417404369","https://openalex.org/W4387024773","https://openalex.org/W4407694315","https://openalex.org/W4391898407","https://openalex.org/W7082987849","https://openalex.org/W4390505293","https://openalex.org/W3005097718"],"abstract_inverted_index":{"Smart":[0],"buildings":[1,12],"involve":[2],"modern":[3],"applications":[4,15],"of":[5,8,26,92,108,114],"the":[6,23,29,49,54,90,105,112,138],"Internet":[7],"Things":[9],"(IoT).":[10],"Intelligent":[11],"could":[13],"include":[14],"based":[16],"on":[17],"indoor":[18,70,85],"localization,":[19],"such":[20],"as":[21],"tracking":[22],"real-time":[24],"location":[25,107,139],"humans":[27],"inside":[28],"building":[30],"using":[31,131],"sensors.":[32,123],"Mobile":[33],"sensor":[34,43,62],"nodes":[35],"can":[36,52],"emit":[37],"electromagnetic":[38],"signals":[39],"in":[40,48],"an":[41,109],"ambient":[42],"network,":[44],"and":[45,140],"fixed":[46],"sensors":[47],"same":[50],"network":[51],"detect":[53],"Received":[55,115],"Signal":[56,116],"Strength":[57],"(RSS)":[58],"from":[59],"its":[60],"mobile":[61],"nodes.":[63],"However,":[64],"many":[65],"works":[66],"exist":[67],"for":[68,83],"RSS-based":[69],"localization":[71,86],"that":[72],"use":[73],"deterministic":[74],"algorithms.":[75],"It's":[76],"complicated":[77],"to":[78,89,103,136],"suggest":[79],"a":[80],"generated":[81],"mechanism":[82],"any":[84],"application":[87],"due":[88],"fluctuation":[91],"RSSI":[93,126],"values.":[94],"This":[95],"paper":[96],"has":[97],"investigated":[98],"supervised":[99,133],"machine":[100],"learning":[101,134],"algorithms":[102,135],"obtain":[104],"accurate":[106],"object":[110],"with":[111],"aid":[113],"Strengths":[117],"Indicator":[118],"(RSSI)":[119],"values":[120],"measured":[121],"through":[122],"An":[124],"available":[125],"data":[127],"set":[128],"was":[129],"trained":[130],"multiple":[132],"predict":[137],"their":[141],"average":[142],"algorithm":[143],"errors":[144],"were":[145],"compared.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-10-20T09:52:01.089006","created_date":"2021-11-08T00:00:00"}