{"id":"https://openalex.org/W3010195964","doi":"https://doi.org/10.23919/cnsm46954.2019.9012737","title":"Machine Learning for Location and Orientation Fingerprinting in MIMO WLANs","display_name":"Machine Learning for Location and Orientation Fingerprinting in MIMO WLANs","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3010195964","doi":"https://doi.org/10.23919/cnsm46954.2019.9012737","mag":"3010195964"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm46954.2019.9012737","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm46954.2019.9012737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 15th International Conference on Network and Service Management (CNSM)","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/A5101862104","display_name":"Hui Xiong","orcid":"https://orcid.org/0000-0001-6016-6465"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hui Xiong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Dalhousie University, Halifax, NS, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113492544","display_name":"Jacek Ilow","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jacek Ilow","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Dalhousie University, Halifax, NS, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101862104"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17330199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9976000189781189,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9922999739646912,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.7953852415084839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7293311357498169},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6586861610412598},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6123474836349487},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.6080964207649231},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5358167290687561},{"id":"https://openalex.org/keywords/wi-fi","display_name":"Wi-Fi","score":0.4688984453678131},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4659823775291443},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.4211009740829468},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.35836559534072876},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3520442843437195},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.23588410019874573},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15009751915931702}],"concepts":[{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.7953852415084839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293311357498169},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6586861610412598},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6123474836349487},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.6080964207649231},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5358167290687561},{"id":"https://openalex.org/C508800617","wikidata":"https://www.wikidata.org/wiki/Q29643","display_name":"Wi-Fi","level":4,"score":0.4688984453678131},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4659823775291443},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.4211009740829468},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.35836559534072876},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3520442843437195},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.23588410019874573},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15009751915931702},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm46954.2019.9012737","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm46954.2019.9012737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 15th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1526441817","https://openalex.org/W1983301216","https://openalex.org/W2096731925","https://openalex.org/W2111986491","https://openalex.org/W2309512289","https://openalex.org/W2921311938","https://openalex.org/W2952065976","https://openalex.org/W4234556776"],"related_works":["https://openalex.org/W1604254364","https://openalex.org/W2372438076","https://openalex.org/W2385914013","https://openalex.org/W2386112263","https://openalex.org/W2374207073","https://openalex.org/W2758478152","https://openalex.org/W3005787259","https://openalex.org/W2793214125","https://openalex.org/W2370500716","https://openalex.org/W2359433363"],"abstract_inverted_index":{"To":[0,164],"detect":[1],"the":[2,5,24,35,42,46,96,105,118,129,143,148,151,166,169,178,184,190,194,197],"position":[3],"and":[4,44,52,91,196],"orientation":[6,53,66,94,198],"of":[7,27,69,121,131,150,168,180,186,199],"a":[8,12,56,64,76,84,114],"mobile":[9,85,200],"device":[10,86],"within":[11],"Wireless":[13],"Local":[14],"Area":[15],"Network":[16],"(WLAN)":[17],"covered":[18],"by":[19,116],"multiple":[20,110],"access":[21],"points":[22,74],"(APs),":[23],"intrinsic":[25],"properties":[26],"multiple-input":[28],"multiple-output":[29],"(MIMO)":[30],"channels":[31],"are":[32,174],"used":[33,81],"linking":[34],"received":[36,47],"signal":[37,48],"strength":[38],"indicators":[39],"(RSSIs)":[40],"to":[41,82,95,127,176],"distance":[43],"exploiting":[45],"correlation":[49],"structures.":[50],"Location":[51],"fingerprinting":[54,154],"is":[55,79],"map":[57],"based":[58],"positioning":[59],"solution":[60],"that":[61,78],"stores":[62],"for":[63,193],"given":[65],"past":[67],"measurements":[68],"RSSIs":[70],"at":[71,87],"known":[72],"reference/grid":[73],"in":[75],"database":[77],"later":[80],"localize":[83],"an":[88],"unknown":[89,93],"location":[90,153,195],"with":[92,157],"closest":[97],"reference":[98],"point.":[99],"This":[100],"paper":[101,144],"focuses":[102],"on":[103,113],"processing":[104],"RSSI":[106,133],"data":[107],"vectors":[108],"from":[109],"receiving":[111],"antennas":[112],"downlink":[115],"applying":[117],"core":[119],"tools":[120],"Machine":[122],"Learning":[123],"(ML)":[124],"classification":[125],"methods":[126],"evaluate":[128],"effects":[130],"MIMO":[132],"meta-data":[134],"when":[135],"capturing":[136],"802.11n/ac":[137],"packets":[138],"using":[139],"commodity":[140],"hardware.":[141],"Specifically,":[142],"provides":[145],"insights":[146],"into":[147],"design":[149],"overall":[152],"system":[155],"operating":[156],"new":[158],"WiFi":[159],"physical":[160],"link":[161],"layer":[162],"protocols.":[163],"verify":[165],"operation":[167],"proposed":[170],"system,":[171],"experimental":[172],"results":[173],"presented":[175],"investigate":[177],"impact":[179],"different":[181],"factors,":[182],"like":[183],"number":[185],"receive":[187],"antennas,":[188],"affecting":[189],"estimation":[191],"accuracy":[192],"user.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
