{"id":"https://openalex.org/W4404294023","doi":"https://doi.org/10.1109/access.2024.3496561","title":"A Review of Open Access WiFi Fingerprinting Datasets for Indoor Positioning","display_name":"A Review of Open Access WiFi Fingerprinting Datasets for Indoor Positioning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404294023","doi":"https://doi.org/10.1109/access.2024.3496561"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3496561","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496561","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3496561","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012786052","display_name":"Xu Feng","orcid":"https://orcid.org/0000-0003-2181-6220"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xu Feng","raw_affiliation_strings":["Computer Science Department, Royal Holloway University of London, Surrey, U.K"],"raw_orcid":"https://orcid.org/0000-0003-2181-6220","affiliations":[{"raw_affiliation_string":"Computer Science Department, Royal Holloway University of London, Surrey, U.K","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034957171","display_name":"Khuong An Nguyen","orcid":"https://orcid.org/0000-0001-6198-9295"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Khuong An Nguyen","raw_affiliation_strings":["Computer Science Department, Royal Holloway University of London, Surrey, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6198-9295","affiliations":[{"raw_affiliation_string":"Computer Science Department, Royal Holloway University of London, Surrey, U.K","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070080426","display_name":"Zhiyuan Luo","orcid":"https://orcid.org/0000-0002-3336-3751"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhiyuan Luo","raw_affiliation_strings":["Computer Science Department, Royal Holloway University of London, Surrey, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3336-3751","affiliations":[{"raw_affiliation_string":"Computer Science Department, Royal Holloway University of London, Surrey, U.K","institution_ids":["https://openalex.org/I184558857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4131,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89461279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"167970","last_page":"167989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9944999814033508,"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":0.9944999814033508,"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.9534000158309937,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9467999935150146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7464001178741455},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.47265520691871643},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32828986644744873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7464001178741455},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.47265520691871643},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32828986644744873}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3496561","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496561","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:36874d0903ca43159829d20d867a6af4","is_oa":true,"landing_page_url":"https://doaj.org/article/36874d0903ca43159829d20d867a6af4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 167970-167989 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3496561","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496561","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":97,"referenced_works":["https://openalex.org/W1630879738","https://openalex.org/W2095045496","https://openalex.org/W2108422006","https://openalex.org/W2218338174","https://openalex.org/W2278572312","https://openalex.org/W2411267720","https://openalex.org/W2476143486","https://openalex.org/W2538535315","https://openalex.org/W2553483966","https://openalex.org/W2563517707","https://openalex.org/W2564157565","https://openalex.org/W2591079949","https://openalex.org/W2592789367","https://openalex.org/W2607595839","https://openalex.org/W2608130950","https://openalex.org/W2762342550","https://openalex.org/W2769849104","https://openalex.org/W2770705527","https://openalex.org/W2770760131","https://openalex.org/W2787516708","https://openalex.org/W2787790784","https://openalex.org/W2888967269","https://openalex.org/W2896311276","https://openalex.org/W2898051988","https://openalex.org/W2901614393","https://openalex.org/W2915276135","https://openalex.org/W2917213362","https://openalex.org/W2967881340","https://openalex.org/W2972355358","https://openalex.org/W2978556704","https://openalex.org/W2988481796","https://openalex.org/W2991111053","https://openalex.org/W2991186030","https://openalex.org/W2991570458","https://openalex.org/W2992647966","https://openalex.org/W3008702594","https://openalex.org/W3023686478","https://openalex.org/W3028154864","https://openalex.org/W3035219869","https://openalex.org/W3035431318","https://openalex.org/W3093519185","https://openalex.org/W3105673350","https://openalex.org/W3106393161","https://openalex.org/W3118067057","https://openalex.org/W3143381390","https://openalex.org/W3145582371","https://openalex.org/W3159459365","https://openalex.org/W3161354659","https://openalex.org/W3165104704","https://openalex.org/W3184331394","https://openalex.org/W3187371414","https://openalex.org/W3191302628","https://openalex.org/W3199025503","https://openalex.org/W3199488820","https://openalex.org/W3205024043","https://openalex.org/W3208802371","https://openalex.org/W3209013322","https://openalex.org/W3209873628","https://openalex.org/W3210967005","https://openalex.org/W4200517152","https://openalex.org/W4206726937","https://openalex.org/W4220679099","https://openalex.org/W4224130744","https://openalex.org/W4293057280","https://openalex.org/W4293095087","https://openalex.org/W4296982339","https://openalex.org/W4308393806","https://openalex.org/W4308507310","https://openalex.org/W4311005401","https://openalex.org/W4312450256","https://openalex.org/W4312687417","https://openalex.org/W4313389126","https://openalex.org/W4376480770","https://openalex.org/W4385194748","https://openalex.org/W4385896465","https://openalex.org/W4387880536","https://openalex.org/W4389388647","https://openalex.org/W4390968008","https://openalex.org/W4393071581","https://openalex.org/W4393416021","https://openalex.org/W4393454747","https://openalex.org/W4393553253","https://openalex.org/W4393712801","https://openalex.org/W4393803184","https://openalex.org/W4393842562","https://openalex.org/W4393892863","https://openalex.org/W4393921044","https://openalex.org/W4394002601","https://openalex.org/W4394413945","https://openalex.org/W6748587240","https://openalex.org/W6750286905","https://openalex.org/W6862637281","https://openalex.org/W6863378506","https://openalex.org/W6864087029","https://openalex.org/W6888446827","https://openalex.org/W6888601538","https://openalex.org/W6911252838"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"WiFi":[0,75,95,165],"fingerprinting":[1,16,76],"is":[2],"one":[3],"of":[4,27,69,91,100,107,123,130],"the":[5,80,87,92,94,98,102,110,128,151],"most":[6,81],"widely":[7],"used":[8],"techniques":[9],"for":[10,43,84,162],"indoor":[11],"positioning":[12,57,111],"systems.":[13,58],"However,":[14],"existing":[15],"datasets":[17],"came":[18],"in":[19,150],"different":[20],"shapes":[21],"and":[22,48,89,104,113,125,136,159],"forms":[23],"with":[24],"varying":[25],"levels":[26],"information":[28],"without":[29],"any":[30],"standardised":[31],"format.":[32],"They":[33],"were":[34],"also":[35,155],"dispersed":[36],"across":[37],"multiple":[38],"platforms,":[39],"making":[40],"it":[41,116],"challenging":[42],"new":[44,164],"researchers":[45],"to":[46,53],"identify":[47],"access":[49,126],"a":[50,66,120],"suitable":[51],"dataset":[52],"evaluate":[54],"their":[55],"own":[56],"To":[59],"address":[60],"this":[61,63],"challenge,":[62],"paper":[64,154],"provides":[65],"comprehensive":[67],"review":[68],"more":[70],"than":[71],"50":[72],"publicly":[73],"available":[74],"datasets.":[77,167],"We":[78],"examine":[79],"critical":[82],"elements":[83],"fingerprinting,":[85],"including":[86],"size":[88],"location":[90],"testbed,":[93],"signal":[96],"input,":[97],"number":[99,122],"locations,":[101],"temporal":[103],"spatial":[105],"intervals":[106],"data":[108,138],"collection,":[109],"performance,":[112],"more.":[114],"Surprisingly,":[115],"was":[117],"observed":[118],"that":[119],"large":[121],"reference":[124],"points,":[127],"use":[129],"3D":[131],"coordinates,":[132],"denser":[133],"sampling":[134],"grid,":[135],"higher":[137],"collection":[139],"frequencies":[140],"do":[141],"not":[142],"always":[143],"guarantee":[144],"improved":[145],"performance":[146],"as":[147],"often":[148],"reported":[149],"literature.":[152],"The":[153],"outlines":[156],"current":[157],"challenges,":[158],"proposes":[160],"guidelines":[161],"creating":[163],"fingerprint":[166]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
