{"id":"https://openalex.org/W4312366912","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892484","title":"A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning","display_name":"A Collaborative Approach Using Neural Networks for BLE-RSS Lateration-Based Indoor Positioning","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4312366912","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892484"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn55064.2022.9892484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892484","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7936230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047782260","display_name":"Pavel Pascacio","orcid":"https://orcid.org/0000-0001-9206-7496"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]},{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["ES","FI"],"is_corresponding":false,"raw_author_name":"Pavel Pascacio","raw_affiliation_strings":["Institute of New Imaging Technologies, Universitat Jaume I,Castellón,Spain","Electrical Engineering Unit, Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Universitat Jaume I,Castellón,Spain","institution_ids":["https://openalex.org/I10902133"]},{"raw_affiliation_string":"Electrical Engineering Unit, Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059422222","display_name":"Joaqu\u00edn Torres-Sospedra","orcid":"https://orcid.org/0000-0003-4338-4334"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joaquin Torres-Sospedra","raw_affiliation_strings":["Algoritmi Research Centre, Universidade do Minho,Guimarães,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi Research Centre, Universidade do Minho,Guimarães,Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016376461","display_name":"Sven Casteleyn","orcid":"https://orcid.org/0000-0003-0572-5716"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sven Casteleyn","raw_affiliation_strings":["Institute of New Imaging Technologies, Universitat Jaume I,Castellón,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Universitat Jaume I,Castellón,Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063382658","display_name":"Elena Simona Lohan","orcid":"https://orcid.org/0000-0003-1718-6924"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elena Simona Lohan","raw_affiliation_strings":["Electrical Engineering Unit, Tampere University,Tampere,Finland","Electrical Engineering Unit, Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Unit, Tampere University,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]},{"raw_affiliation_string":"Electrical Engineering Unit, Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"09"},"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/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/rss","display_name":"RSS","score":0.9517512917518616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7160062789916992},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.6286536455154419},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.6127731800079346},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5196215510368347},{"id":"https://openalex.org/keywords/non-line-of-sight-propagation","display_name":"Non-line-of-sight propagation","score":0.5136096477508545},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.495719313621521},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4595107436180115},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.44493263959884644},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4439801275730133},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.44377297163009644},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3459949195384979},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2932433784008026},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.277881920337677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24055138230323792},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10195368528366089}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.9517512917518616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7160062789916992},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.6286536455154419},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.6127731800079346},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5196215510368347},{"id":"https://openalex.org/C154910267","wikidata":"https://www.wikidata.org/wiki/Q1740982","display_name":"Non-line-of-sight propagation","level":3,"score":0.5136096477508545},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.495719313621521},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4595107436180115},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.44493263959884644},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4439801275730133},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.44377297163009644},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3459949195384979},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2932433784008026},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.277881920337677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24055138230323792},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10195368528366089},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/ijcnn55064.2022.9892484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892484","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:7936230","is_oa":true,"landing_page_url":"https://zenodo.org/record/7936230","pdf_url":"https://zenodo.org/record/7936230","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:repositori.uji.es:10234/202522","is_oa":false,"landing_page_url":"http://hdl.handle.net/10234/202522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400303","display_name":"Repositori UJI (Universitat Jaume I)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I10902133","host_organization_name":"Universitat Jaume I","host_organization_lineage":["https://openalex.org/I10902133"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/82022","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/82022","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:trepo.tuni.fi:10024/217808","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/217808","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7936230","is_oa":true,"landing_page_url":"https://zenodo.org/record/7936230","pdf_url":"https://zenodo.org/record/7936230","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312366912.pdf","grobid_xml":"https://content.openalex.org/works/W4312366912.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1983553030","https://openalex.org/W2035136797","https://openalex.org/W2042705301","https://openalex.org/W2142136129","https://openalex.org/W2171914355","https://openalex.org/W2182786360","https://openalex.org/W2520656080","https://openalex.org/W2550146099","https://openalex.org/W2609031099","https://openalex.org/W2610591805","https://openalex.org/W2752349772","https://openalex.org/W2780939494","https://openalex.org/W2781500483","https://openalex.org/W2789499468","https://openalex.org/W2885856466","https://openalex.org/W2889526077","https://openalex.org/W2900686218","https://openalex.org/W2945382853","https://openalex.org/W2945562217","https://openalex.org/W2990235558","https://openalex.org/W3048415569","https://openalex.org/W3082474445","https://openalex.org/W3094656625","https://openalex.org/W3108914020","https://openalex.org/W3126780258","https://openalex.org/W3133879316","https://openalex.org/W3177508254","https://openalex.org/W3206178953","https://openalex.org/W3216284936","https://openalex.org/W4224272211","https://openalex.org/W6754536487","https://openalex.org/W6770641242","https://openalex.org/W6797857860"],"related_works":["https://openalex.org/W2172272784","https://openalex.org/W4307436769","https://openalex.org/W4323793210","https://openalex.org/W2366306259","https://openalex.org/W3101720559","https://openalex.org/W2143447014","https://openalex.org/W3172283447","https://openalex.org/W2109871577","https://openalex.org/W2358825988","https://openalex.org/W2481123202"],"abstract_inverted_index":{"In":[0,114],"daily":[1],"life,":[2],"mobile":[3,110],"and":[4,33,55,67,70,81,147,188],"wearable":[5],"devices":[6,131],"with":[7,12],"high":[8],"computing":[9],"power,":[10],"together":[11],"anchors":[13,98,134],"deployed":[14,99],"in":[15,36,100,135,166,216],"indoor":[16,27,39,83,125],"en-vironments,":[17],"form":[18],"a":[19,74,123,153],"common":[20],"solution":[21],"for":[22,26,38,199],"the":[23,31,41,59,101,163,170,175,182,186,195,207,212],"increasing":[24],"demands":[25],"location-based":[28],"services.":[29],"Within":[30],"technologies":[32],"methods":[34],"currently":[35],"use":[37],"localization,":[40],"approaches":[42],"that":[43,206],"rely":[44],"on":[45],"Bluetooth":[46],"Low":[47],"Energy":[48],"(BLE)":[49],"anchors,":[50],"Received":[51],"Signal":[52],"Strength":[53],"(RSS),":[54],"lateration":[56,176,214],"are":[57,86,192],"among":[58],"most":[60],"popular,":[61],"mainly":[62],"because":[63],"of":[64,76,97,218],"their":[65],"cheap":[66],"easy":[68],"deployment":[69],"accessible":[71],"infrastructure":[72],"by":[73,121,159],"variety":[75],"devices.":[77],"Never-theless,":[78],"such":[79],"BLE-":[80,148],"RSS-based":[82],"positioning":[84,126,138,219],"systems":[85],"prone":[87],"to":[88,92,168,179],"inaccuracies,":[89],"mostly":[90],"due":[91],"signal":[93],"fluctuations,":[94],"poor":[95],"quantity":[96],"environment,":[102],"and/or":[103],"inappropriate":[104],"anchor":[105],"distributions,":[106],"as":[107,109,132],"well":[108],"device":[111,164,183],"hardware":[112],"variability.":[113],"this":[115],"paper,":[116],"we":[117],"address":[118],"these":[119],"issues":[120],"using":[122,152],"collaborative":[124,189,209],"approach,":[127],"which":[128],"exploits":[129],"neighboring":[130],"additional":[133],"an":[136],"extended":[137],"network.":[139],"The":[140,202],"collaborating":[141],"devices'":[142],"information":[143],"(i.e.,":[144],"estimated":[145],"positions":[146],"RSS)":[149],"is":[150,177],"processed":[151],"multilayer":[154],"perceptron":[155],"(MLP)":[156],"neural":[157],"network":[158],"taking":[160],"into":[161],"account":[162],"specificity":[165],"order":[167],"estimate":[169,181,198],"relative":[171],"distances.":[172],"After":[173],"this,":[174],"applied":[178],"collaboratively":[180],"position.":[184],"Finally,":[185],"stand-alone":[187,213],"position":[190,197],"estimates":[191],"combined,":[193],"providing":[194],"final":[196],"each":[200],"device.":[201],"experimental":[203],"results":[204],"demonstrate":[205],"proposed":[208],"approach":[210],"outperforms":[211],"method":[215],"terms":[217],"accuracy.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}