{"id":"https://openalex.org/W2155886813","doi":"https://doi.org/10.1145/1409944.1409959","title":"Wireless device identification with radiometric signatures","display_name":"Wireless device identification with radiometric signatures","publication_year":2008,"publication_date":"2008-09-14","ids":{"openalex":"https://openalex.org/W2155886813","doi":"https://doi.org/10.1145/1409944.1409959","mag":"2155886813"},"language":"en","primary_location":{"id":"doi:10.1145/1409944.1409959","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1409944.1409959","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM international conference on Mobile computing and networking","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/A5037595052","display_name":"Vladimir Brik","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Brik","raw_affiliation_strings":["University of Wisconsin at Madison, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin at Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033218913","display_name":"Suman Banerjee","orcid":"https://orcid.org/0000-0003-1761-5944"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suman Banerjee","raw_affiliation_strings":["University of Wisconsin at Madison, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin at Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078160983","display_name":"Marco Gruteser","orcid":"https://orcid.org/0000-0002-7424-4951"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marco Gruteser","raw_affiliation_strings":["Rutgers University, North Brunswick, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, North Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019951975","display_name":"Sang-Ho Oh","orcid":"https://orcid.org/0000-0002-1043-5206"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangho Oh","raw_affiliation_strings":["Rutgers University, North Brunswick, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, North Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":52.3075,"has_fulltext":false,"cited_by_count":844,"citation_normalized_percentile":{"value":0.99885606,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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/T10860","display_name":"Speech and Audio Processing","score":0.9912999868392944,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.777569055557251},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.7283544540405273},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6846187114715576},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6327624917030334},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6082464456558228},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4713456332683563},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.44922417402267456},{"id":"https://openalex.org/keywords/radio-frequency-identification","display_name":"Radio-frequency identification","score":0.4285024404525757},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.4248083233833313},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.41426464915275574},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4121301472187042},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2550547420978546},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24217796325683594},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.21918827295303345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777569055557251},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.7283544540405273},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6846187114715576},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6327624917030334},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6082464456558228},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4713456332683563},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.44922417402267456},{"id":"https://openalex.org/C204222849","wikidata":"https://www.wikidata.org/wiki/Q104954","display_name":"Radio-frequency identification","level":2,"score":0.4285024404525757},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.4248083233833313},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.41426464915275574},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4121301472187042},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2550547420978546},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24217796325683594},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.21918827295303345},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1409944.1409959","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1409944.1409959","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM international conference on Mobile computing and networking","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.220.407","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.220.407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.wisc.edu/~suman/pubs/paradis.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.642.7366","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.642.7366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.winlab.rutgers.edu/~gruteser/papers/brik_paradis.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W35471391","https://openalex.org/W77078025","https://openalex.org/W146096380","https://openalex.org/W1480870385","https://openalex.org/W1520942638","https://openalex.org/W1527581375","https://openalex.org/W1746819321","https://openalex.org/W1911119155","https://openalex.org/W1982366917","https://openalex.org/W1985407346","https://openalex.org/W1985671681","https://openalex.org/W2012166391","https://openalex.org/W2087347434","https://openalex.org/W2104599106","https://openalex.org/W2108286220","https://openalex.org/W2115694019","https://openalex.org/W2123541927","https://openalex.org/W2136461127","https://openalex.org/W2144411949","https://openalex.org/W2144765142","https://openalex.org/W2153635508","https://openalex.org/W2153971927","https://openalex.org/W2155899844","https://openalex.org/W2169177434","https://openalex.org/W2171769417","https://openalex.org/W2350778671","https://openalex.org/W3120421331","https://openalex.org/W4211049957","https://openalex.org/W6603133314","https://openalex.org/W6629804754"],"related_works":["https://openalex.org/W2355663289","https://openalex.org/W2982399888","https://openalex.org/W2106913410","https://openalex.org/W4380372336","https://openalex.org/W2354248671","https://openalex.org/W2359134391","https://openalex.org/W2594116857","https://openalex.org/W2947628004","https://openalex.org/W2935229758","https://openalex.org/W2352791832"],"abstract_inverted_index":{"We":[0],"design,":[1],"implement,":[2],"and":[3,39,51],"evaluate":[4],"a":[5],"technique":[6],"to":[7,79],"identify":[8],"the":[9,57,71],"source":[10],"network":[11],"interface":[12],"card":[13],"(NIC)":[14],"of":[15,31,56,66,84],"an":[16],"IEEE":[17],"802.11":[18],"frame":[19],"through":[20],"passive":[21],"radio-frequency":[22],"analysis.":[23],"This":[24],"technique,":[25],"called":[26],"PARADIS,":[27,61],"leverages":[28],"minute":[29],"imperfections":[30,48],"transmitter":[32],"hardware":[33],"that":[34],"are":[35,40,49],"acquired":[36],"at":[37],"manufacture":[38],"present":[41],"even":[42],"in":[43,70],"otherwise":[44],"identical":[45],"NICs.":[46],"These":[47],"transmitter-specific":[50],"manifest":[52],"themselves":[53],"as":[54],"artifacts":[55,65],"emitted":[58],"signals.":[59],"In":[60],"we":[62],"measure":[63],"differentiating":[64],"individual":[67],"wireless":[68],"frames":[69],"modulation":[72],"domain,":[73],"apply":[74],"suitable":[75],"machine-learning":[76],"classification":[77],"tools":[78],"achieve":[80],"significantly":[81],"higher":[82],"degrees":[83],"NIC":[85],"identification":[86],"accuracy":[87],"than":[88],"prior":[89],"best":[90],"known":[91],"schemes.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":50},{"year":2024,"cited_by_count":64},{"year":2023,"cited_by_count":59},{"year":2022,"cited_by_count":63},{"year":2021,"cited_by_count":67},{"year":2020,"cited_by_count":69},{"year":2019,"cited_by_count":70},{"year":2018,"cited_by_count":49},{"year":2017,"cited_by_count":41},{"year":2016,"cited_by_count":41},{"year":2015,"cited_by_count":45},{"year":2014,"cited_by_count":60},{"year":2013,"cited_by_count":35},{"year":2012,"cited_by_count":32}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
