{"id":"https://openalex.org/W2955816499","doi":"https://doi.org/10.1109/vtcspring.2019.8746700","title":"Toward Regression-Based Estimation of Localization Errors in Fingerprinting-Based Localization","display_name":"Toward Regression-Based Estimation of Localization Errors in Fingerprinting-Based Localization","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2955816499","doi":"https://doi.org/10.1109/vtcspring.2019.8746700","mag":"2955816499"},"language":"en","primary_location":{"id":"doi:10.1109/vtcspring.2019.8746700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcspring.2019.8746700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring)","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/A5087543928","display_name":"Filip Lemi\u0107","orcid":"https://orcid.org/0000-0001-5760-4591"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Filip Lemic","raw_affiliation_strings":["Internet Technology and Data Science Lab (IDLab), Universiteit Antwerpen - imec, Belgium"],"affiliations":[{"raw_affiliation_string":"Internet Technology and Data Science Lab (IDLab), Universiteit Antwerpen - imec, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089701685","display_name":"Vlado Handziski","orcid":"https://orcid.org/0000-0003-3485-5763"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vlado Handziski","raw_affiliation_strings":["Telecommunication Networks Group (TKN), Technische Universit\u00e4t Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Telecommunication Networks Group (TKN), Technische Universit\u00e4t Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047378679","display_name":"Jeroen Famaey","orcid":"https://orcid.org/0000-0002-3587-1354"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Famaey","raw_affiliation_strings":["Internet Technology and Data Science Lab (IDLab), Universiteit Antwerpen - imec, Belgium"],"affiliations":[{"raw_affiliation_string":"Internet Technology and Data Science Lab (IDLab), Universiteit Antwerpen - imec, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087543928"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":null,"apc_paid":null,"fwci":0.7154,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71307277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9958999752998352,"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/computer-science","display_name":"Computer science","score":0.6546444296836853},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5329806208610535},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.484966516494751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4792442321777344},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4534580111503601},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4067080318927765},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32151034474372864},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2991771697998047},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20861467719078064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17453983426094055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11151629686355591}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6546444296836853},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5329806208610535},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.484966516494751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4792442321777344},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4534580111503601},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4067080318927765},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32151034474372864},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2991771697998047},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20861467719078064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17453983426094055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11151629686355591},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtcspring.2019.8746700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcspring.2019.8746700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313460","display_name":"Agentschap Innoveren en Ondernemen","ror":"https://ror.org/032xdry56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1548670863","https://openalex.org/W1596324102","https://openalex.org/W1609591105","https://openalex.org/W1683079541","https://openalex.org/W2006023663","https://openalex.org/W2038672465","https://openalex.org/W2117206394","https://openalex.org/W2146270659","https://openalex.org/W2149298154","https://openalex.org/W2257264171","https://openalex.org/W2295175989","https://openalex.org/W2316879520","https://openalex.org/W2404451347","https://openalex.org/W2529337095","https://openalex.org/W2769423763","https://openalex.org/W2785370301","https://openalex.org/W6681759453"],"related_works":["https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W2312753042","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889","https://openalex.org/W3174513558"],"abstract_inverted_index":{"Location":[0],"information":[1,27],"is":[2],"a":[3,51,56,60],"valuable":[4],"source":[5],"of":[6,36,40,55,70,84,138,152,157],"context":[7],"that":[8],"can":[9],"be":[10,30],"utilized":[11],"by":[12,80],"end-user":[13],"applications":[14],"and":[15,22],"wireless":[16],"networks":[17],"to":[18,65,119,126,161],"optimize":[19],"their":[20,115],"performance":[21,53,151,163],"usability.":[23],"When":[24],"used,":[25],"location":[26],"should":[28],"ideally":[29],"considered":[31],"jointly":[32],"with":[33],"the":[34,41,46,67,71,82,88,92,128,139,153],"estimate":[35],"its":[37],"accuracy.":[38],"Most":[39],"current":[42],"approaches":[43],"for":[44,77],"estimating":[45],"accuracy":[47],"rely":[48],"on":[49,87],"performing":[50],"static":[52,162],"benchmark":[54],"localization":[57,79,85,117,129,158],"solution":[58],"in":[59,98,109],"deployment":[61],"environment,":[62,111],"which":[63],"fails":[64],"capture":[66],"dynamic":[68],"nature":[69],"environment.":[72],"We":[73,100],"address":[74],"this":[75],"problem":[76],"fingerprinting-based":[78],"grounding":[81],"estimation":[83,156],"errors":[86,130,159],"low-level":[89,103,140],"features,":[90],"i.e.":[91],"RSS":[93],"values":[94,137],"from":[95],"APs":[96],"used":[97],"fingerprinting.":[99],"use":[101],"these":[102,143],"features":[104,141],"measured":[105],"at":[106,131,142],"different":[107,121],"locations":[108],"an":[110],"as":[112,114],"well":[113],"respective":[116],"errors,":[118],"train":[120],"regression":[122],"models,":[123],"allowing":[124],"us":[125],"predict":[127],"new":[132,135],"locations,":[133],"given":[134],"observed":[136],"locations.":[144],"Our":[145],"evaluation":[146],"results":[147],"show":[148],"substantially":[149],"better":[150],"proposed":[154],"regression-based":[155],"compared":[160],"benchmarks.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}