{"id":"https://openalex.org/W3109404669","doi":"https://doi.org/10.1109/icnp49622.2020.9259360","title":"CSIscan: Learning CSI for Efficient Access Point Discovery in Dense WiFi Networks","display_name":"CSIscan: Learning CSI for Efficient Access Point Discovery in Dense WiFi Networks","publication_year":2020,"publication_date":"2020-10-13","ids":{"openalex":"https://openalex.org/W3109404669","doi":"https://doi.org/10.1109/icnp49622.2020.9259360","mag":"3109404669"},"language":"en","primary_location":{"id":"doi:10.1109/icnp49622.2020.9259360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp49622.2020.9259360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 28th International Conference on Network Protocols (ICNP)","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/A5003603219","display_name":"Kunal Sankhe","orcid":"https://orcid.org/0000-0002-4762-5310"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kunal Sankhe","raw_affiliation_strings":["Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056358203","display_name":"Dheryta Jaisinghani","orcid":"https://orcid.org/0000-0003-1596-5481"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dheryta Jaisinghani","raw_affiliation_strings":["Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080483470","display_name":"Kaushik Chowdhury","orcid":"https://orcid.org/0000-0002-3570-2622"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaushik Chowdhury","raw_affiliation_strings":["Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003603219"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.3082,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5812456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9997000098228455,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8010503053665161},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7171380519866943},{"id":"https://openalex.org/keywords/preamble","display_name":"Preamble","score":0.6732600927352905},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6379410028457642},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6229276061058044},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5711750388145447},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5331289768218994},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45089060068130493},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.44998571276664734},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33250999450683594},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2970380485057831},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21353089809417725},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.170070081949234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8010503053665161},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7171380519866943},{"id":"https://openalex.org/C2780691134","wikidata":"https://www.wikidata.org/wiki/Q1129448","display_name":"Preamble","level":3,"score":0.6732600927352905},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6379410028457642},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6229276061058044},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5711750388145447},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5331289768218994},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45089060068130493},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.44998571276664734},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33250999450683594},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2970380485057831},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21353089809417725},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.170070081949234}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnp49622.2020.9259360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp49622.2020.9259360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 28th International Conference on Network Protocols (ICNP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W77777798","https://openalex.org/W1487866909","https://openalex.org/W1534848476","https://openalex.org/W1537162302","https://openalex.org/W1723171507","https://openalex.org/W1999404243","https://openalex.org/W2007920345","https://openalex.org/W2009171710","https://openalex.org/W2031500863","https://openalex.org/W2061480123","https://openalex.org/W2096645758","https://openalex.org/W2102103752","https://openalex.org/W2112696545","https://openalex.org/W2137774071","https://openalex.org/W2148006270","https://openalex.org/W2148253973","https://openalex.org/W2151605534","https://openalex.org/W2163605009","https://openalex.org/W2165540207","https://openalex.org/W2170476996","https://openalex.org/W2294920900","https://openalex.org/W2309512289","https://openalex.org/W2465324213","https://openalex.org/W2516109089","https://openalex.org/W2552024864","https://openalex.org/W2557283755","https://openalex.org/W2565516711","https://openalex.org/W2600178014","https://openalex.org/W2734408173","https://openalex.org/W2734521510","https://openalex.org/W2764164848","https://openalex.org/W2773170971","https://openalex.org/W2786808285","https://openalex.org/W2791256362","https://openalex.org/W2810543389","https://openalex.org/W2887280559","https://openalex.org/W2889741439","https://openalex.org/W2890950736","https://openalex.org/W2903139904","https://openalex.org/W2912213068","https://openalex.org/W2952065976","https://openalex.org/W2963190722","https://openalex.org/W2963889719","https://openalex.org/W2963895067","https://openalex.org/W2966038277","https://openalex.org/W2982145123","https://openalex.org/W2994792572","https://openalex.org/W2997455401","https://openalex.org/W3009978309","https://openalex.org/W3011785197","https://openalex.org/W3015448029","https://openalex.org/W3021142121","https://openalex.org/W6603082663","https://openalex.org/W6631948186","https://openalex.org/W6637360105","https://openalex.org/W6680166806","https://openalex.org/W6684191040","https://openalex.org/W6743844300","https://openalex.org/W6754830775","https://openalex.org/W6761811615"],"related_works":["https://openalex.org/W3131553538","https://openalex.org/W2369766703","https://openalex.org/W3204754495","https://openalex.org/W2392460115","https://openalex.org/W4402159933","https://openalex.org/W2391859761","https://openalex.org/W4402160580","https://openalex.org/W2148324316","https://openalex.org/W3056434754","https://openalex.org/W4376480820"],"abstract_inverted_index":{"Network":[0],"densification":[1],"through":[2],"the":[3,37,40,51,58,83,107,115,128,139,150,177,186,204,219],"deployment":[4],"of":[5,60,86,121,142],"WiFi":[6,87,188,221],"access":[7],"points":[8],"(APs)":[9],"is":[10,27],"a":[11,61,145],"promising":[12],"solution":[13],"towards":[14],"achieving":[15],"high":[16,55],"connectivity":[17],"rates":[18],"required":[19],"for":[20],"emerging":[21],"applications.":[22],"A":[23,134],"critical":[24],"first":[25],"step":[26],"to":[28,72,155,193,213],"discover":[29],"an":[30,33,95,224],"AP":[31,41,46,101],"before":[32],"active":[34],"association":[35],"between":[36,75],"client":[38,52],"and":[39,65,117,196],"can":[42],"be":[43],"established.":[44],"Legacy":[45],"discovery":[47,91,174,215],"procedures":[48],"initiated":[49],"by":[50,89,104,111],"result":[53],"in":[54,57,114,127,164,203,218,223],"latency":[56,189],"order":[59],"few":[62],"100":[63],"ms":[64,192,195],"waste":[66],"spectrum,":[67],"especially":[68],"when":[69],"clients":[70,160,171],"need":[71],"frequently":[73],"switch":[74],"multiple":[76],"APs.":[77],"We":[78,180,207],"propose":[79],"CSIscan":[80,184,210],"that":[81,148,183,209],"exploits":[82],"broadcast":[84],"nature":[85],"channels":[88],"embedding":[90],"related":[92],"information":[93,122,132,175,216],"within":[94],"AP's":[96],"ongoing":[97,166],"regular":[98],"transmissions.":[99],"The":[100],"does":[102],"this":[103],"intelligently":[105],"distorting":[106],"transmitted":[108],"OFDM":[109],"frame":[110],"inducing":[112],"perturbations":[113],"preamble,":[116],"these":[118],"injected":[119],"`bits'":[120],"are":[123],"detected":[124],"via":[125],"changes":[126,163],"perceived":[129],"channel":[130],"state":[131],"(CSI).":[133],"deep":[135],"learning":[136],"framework":[137],"allocates":[138],"optimal":[140],"level":[141],"distortion":[143],"on":[144],"per-subcarrier":[146],"basis":[147],"keeps":[149],"resulting":[151],"packet":[152,222],"error":[153],"rate":[154],"less":[156],"than":[157],"1%.":[158],"Existing":[159],"perceive":[161],"no":[162],"their":[165],"communication,":[167],"while":[168],"potential":[169],"new":[170],"quickly":[172],"obtain":[173],"at":[176],"same":[178],"time.":[179],"experimentally":[181],"demonstrate":[182],"reduces":[185],"overall":[187],"from":[190],"150":[191],"10":[194],"improves":[197],"spectrum":[198],"utilization":[199],"with":[200],"~72%":[201],"reduction":[202],"probe":[205],"traffic.":[206],"show":[208],"delivers":[211],"up":[212],"40":[214],"bits":[217],"outgoing":[220],"indoor":[225],"environment.":[226]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}