{"id":"https://openalex.org/W7204469801","doi":"https://doi.org/10.1109/dcoss-iot69657.2026.00072","title":"Cross-Domain Inference for Human Localization: Applying Wi-Fi RSSI Data to CSI-Trained Models","display_name":"Cross-Domain Inference for Human Localization: Applying Wi-Fi RSSI Data to CSI-Trained Models","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7204469801","doi":"https://doi.org/10.1109/dcoss-iot69657.2026.00072"},"language":"en","primary_location":{"id":"doi:10.1109/dcoss-iot69657.2026.00072","doi":"https://doi.org/10.1109/dcoss-iot69657.2026.00072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcoss-iot69657.2026.00072","pdf_url":null,"source":{"id":"https://openalex.org/S7407088273","display_name":"International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)","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":"2026 22nd International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2609.17204","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136398533","display_name":"Ariel Alexis Duschanek-Myers","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Ariel Duschanek-Myers","raw_affiliation_strings":["University of Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137728272","display_name":"Thomas Welsh","orcid":"https://orcid.org/0000-0003-3134-5469","observed_orcids":["https://orcid.org/0000-0003-3134-5469"]},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Thomas Welsh","raw_affiliation_strings":["University of Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087299678","display_name":"Helmut Neukirchen","orcid":"https://orcid.org/0000-0001-8595-3748","observed_orcids":["https://orcid.org/0000-0001-8595-3748"]},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Helmut Neukirchen","raw_affiliation_strings":["University of Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland","institution_ids":["https://openalex.org/I165368041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165368041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61688722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"399","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9810000061988831,"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":0.9810000061988831,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.005900000222027302,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.002300000051036477,"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/human-localization","display_name":"human localization","score":0.8799999952316284},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"channel state information","score":0.8349999785423279},{"id":"https://openalex.org/keywords/privacy-violations","display_name":"privacy violations","score":0.6259999871253967},{"id":"https://openalex.org/keywords/iot-devices","display_name":"IoT devices","score":0.7829999923706055},{"id":"https://openalex.org/keywords/location-prediction","display_name":"location prediction","score":0.49900001287460327},{"id":"https://openalex.org/keywords/wifi-sensing","display_name":"WiFi sensing","score":0.3149999976158142}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.620199978351593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47110000252723694},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.40630000829696655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36559998989105225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2953000068664551},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.23800000548362732},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.23469999432563782}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dcoss-iot69657.2026.00072","doi":"https://doi.org/10.1109/dcoss-iot69657.2026.00072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcoss-iot69657.2026.00072","pdf_url":null,"source":{"id":"https://openalex.org/S7407088273","display_name":"International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)","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":"2026 22nd International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2609.17204","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.17204","pdf_url":"https://arxiv.org/pdf/2609.17204","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2609.17204","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.17204","pdf_url":"https://arxiv.org/pdf/2609.17204","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204469801.pdf","grobid_xml":"https://content.openalex.org/works/W7204469801.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2558218493","https://openalex.org/W2962730651","https://openalex.org/W3010205642","https://openalex.org/W3034778905","https://openalex.org/W3041133507","https://openalex.org/W3149900288","https://openalex.org/W4318169354","https://openalex.org/W4402753867","https://openalex.org/W4403826861","https://openalex.org/W4414566849"],"related_works":["https://openalex.org/W4416088757","https://openalex.org/W4411866831","https://openalex.org/W7161632431","https://openalex.org/W4412190883","https://openalex.org/W4398757428","https://openalex.org/W4386000959","https://openalex.org/W4411447057","https://openalex.org/W7117959745","https://openalex.org/W4399286231","https://openalex.org/W3190403982"],"abstract_inverted_index":{"Wi-Fi":[0,99],"signal":[1],"data":[2,24,51,90,113,127,159,180,188],"can":[3,160,181,212],"be":[4,182,213],"used":[5,104,183,214],"to":[6,52,75,92,149,184,194],"compromise":[7],"the":[8,42,84,119,151,199],"privacy":[9,216],"of":[10,44,79,87,121,142,190,209],"individuals.":[11],"While":[12],"many":[13],"existing":[14,98,130],"approaches":[15],"rely":[16],"on":[17,25,64,178],"Channel":[18],"State":[19],"Information":[20],"(CSI),":[21],"collecting":[22],"this":[23,39,106],"typical":[26],"IoT":[27,80,210],"devices":[28,65,211],"often":[29],"requires":[30],"elevated":[31],"operating":[32],"system":[33],"permissions":[34],"and":[35,70],"specialized":[36],"drivers.":[37],"Consequently,":[38],"paper":[40],"investigates":[41],"feasibility":[43,120],"utilizing":[45],"Received":[46],"Signal":[47],"Strength":[48],"Indicator":[49],"(RSSI)":[50],"predict":[53,161],"human":[54,168],"locations.":[55],"RSSI":[56,126,136,158,187],"was":[57,103],"selected":[58],"because":[59],"it":[60],"is":[61,72,170],"accessible":[62],"even":[63],"with":[66,139,163],"limited":[67],"user":[68],"permissions,":[69],"therefore":[71],"more":[73],"applicable":[74],"a":[76,143,147,175,206],"wider":[77],"array":[78],"devices.":[81],"To":[82],"bypass":[83],"tedious":[85],"process":[86],"obtaining":[88],"training":[89],"needed":[91],"train":[93],"an":[94,97,135],"RSSI-based":[95],"model,":[96],"pose":[100],"prediction":[101],"project":[102,110],"in":[105,198,218],"research.":[107],"However,":[108],"that":[109,129,157,174,205],"assumed":[111],"CSI":[112,179],"as":[114],"input.":[115],"Therefore,":[116],"we":[117],"investigate":[118],"cross-domain":[122],"inference,":[123],"i.e.,":[124],"feeding":[125],"into":[128],"CSI-based":[131],"model.":[132],"We":[133],"collected":[134],"dataset,":[137],"synchronized":[138],"video":[140],"ground-truth":[141],"person":[144],"moving":[145],"within":[146],"room,":[148],"evaluate":[150,185],"model's":[152],"performance.":[153],"This":[154,172],"evaluation":[155],"confirmed":[156],"locations":[162],"approximately":[164],"80%":[165],"confidence":[166],"when":[167],"movement":[169],"present.":[171],"demonstrates":[173],"model":[176],"trained":[177],"low-granularity":[186],"consisting":[189],"decibel-milliwatt":[191],"(dBm)":[192],"values":[193],"roughly":[195],"locate":[196],"people":[197],"collection":[200],"space.":[201],"These":[202],"results":[203],"imply":[204],"wide":[207],"range":[208],"for":[215],"invasion":[217],"Wi-Fi-dense":[219],"environments.":[220]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-08-28T00:00:00"}
