{"id":"https://openalex.org/W2929757916","doi":"https://doi.org/10.1109/access.2019.2904657","title":"Research on the Internet of Things Device Recognition Based on RF-Fingerprinting","display_name":"Research on the Internet of Things Device Recognition Based on RF-Fingerprinting","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2929757916","doi":"https://doi.org/10.1109/access.2019.2904657","mag":"2929757916"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2904657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2904657","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672959.pdf","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":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672959.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057166109","display_name":"Ya Tu","orcid":"https://orcid.org/0000-0001-5081-5329"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Tu","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059676675","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0002-2122-7963"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057732632","display_name":"Yibing Li","orcid":"https://orcid.org/0000-0003-4510-982X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibing Li","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406939","display_name":"Chao Wang","orcid":"https://orcid.org/0009-0000-1200-0591"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100765374","display_name":"Yihan Xiao","orcid":"https://orcid.org/0000-0001-8785-1905"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihan Xiao","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-8785-1905","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":2075,"currency":"USD","value_usd":2075},"apc_paid":{"value":2075,"currency":"USD","value_usd":2075},"fwci":4.1408,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.9488938,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"37426","last_page":"37431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.991100013256073,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9887999892234802,"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":0.8325923681259155},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.6187610626220703},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5998480319976807},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5860766172409058},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5798895359039307},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5755805373191833},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5633397102355957},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4866276681423187},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46628639101982117},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.41279157996177673},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4123901128768921},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40021219849586487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3914145827293396},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21544533967971802},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.13452112674713135},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11743059754371643},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09734126925468445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8325923681259155},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.6187610626220703},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5998480319976807},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5860766172409058},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5798895359039307},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5755805373191833},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5633397102355957},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4866276681423187},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46628639101982117},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.41279157996177673},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4123901128768921},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40021219849586487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3914145827293396},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21544533967971802},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.13452112674713135},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11743059754371643},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09734126925468445},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2904657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2904657","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672959.pdf","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:493eef385cd44fcba45ff7f061a8385c","is_oa":true,"landing_page_url":"https://doaj.org/article/493eef385cd44fcba45ff7f061a8385c","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 7, Pp 37426-37431 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2904657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2904657","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672959.pdf","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2929757916.pdf","grobid_xml":"https://content.openalex.org/works/W2929757916.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W96549597","https://openalex.org/W120660591","https://openalex.org/W942426567","https://openalex.org/W1976842305","https://openalex.org/W1985671681","https://openalex.org/W1995081005","https://openalex.org/W2012166391","https://openalex.org/W2018332268","https://openalex.org/W2065284569","https://openalex.org/W2072641892","https://openalex.org/W2105103777","https://openalex.org/W2154293187","https://openalex.org/W2155372100","https://openalex.org/W2213174830","https://openalex.org/W2338828827","https://openalex.org/W2342408547","https://openalex.org/W2407898405","https://openalex.org/W2530324083","https://openalex.org/W2569659590","https://openalex.org/W2601844070","https://openalex.org/W2745717252","https://openalex.org/W2749424833","https://openalex.org/W2772387500","https://openalex.org/W2787998952","https://openalex.org/W2790452209","https://openalex.org/W2793408139","https://openalex.org/W2799787995","https://openalex.org/W2803989302","https://openalex.org/W2901607986","https://openalex.org/W2908997014","https://openalex.org/W6603906713","https://openalex.org/W6604929939","https://openalex.org/W6757355660"],"related_works":["https://openalex.org/W3014822659","https://openalex.org/W4389371618","https://openalex.org/W2117826006","https://openalex.org/W4362496757","https://openalex.org/W2566091814","https://openalex.org/W2114937328","https://openalex.org/W4312797710","https://openalex.org/W2148654711","https://openalex.org/W2608025327","https://openalex.org/W1621827506"],"abstract_inverted_index":{"Internet":[0],"of":[1,18,21,27,34,45,62,75,118],"Things":[2],"(IoT)":[3],"technology":[4],"provides":[5],"a":[6,54],"large-scale":[7],"network":[8],"for":[9,94,106],"information":[10],"exchange":[11],"and":[12,32,98,111,116,122,124],"communication":[13],"with":[14],"big":[15],"data.":[16],"Because":[17],"the":[19,25,30,42,60,95,99,114,125,131],"openness":[20],"IoT":[22,36,63,133],"devices":[23,37,64],"in":[24,130],"process":[26],"signal":[28],"transmission,":[29],"recognition":[31],"access":[33],"different":[35],"are":[38,85,120,128],"directly":[39],"related":[40,58],"to":[41,59],"wide":[43],"application":[44],"its":[46],"system.":[47],"The":[48],"radio":[49],"frequency":[50],"fingerprinting":[51],"(RFF)":[52],"is":[53,67,92,104],"unique":[55],"characteristic":[56],"closely":[57],"hardware":[61],"themselves,":[65],"which":[66],"difficultly":[68],"tampered.":[69],"In":[70],"this":[71],"paper,":[72],"four":[73],"kinds":[74],"RF":[76],"fingerprint":[77],"feature":[78],"extraction":[79],"algorithms":[80],"based":[81],"on":[82],"statistical":[83],"features":[84],"studied.":[86],"Robust":[87],"principle":[88],"component":[89],"analysis":[90],"(RPCA)":[91],"used":[93,105],"dimensionality":[96],"reduction":[97],"support":[100],"vector":[101],"machines":[102],"(SVM)":[103],"classification.":[107],"Through":[108],"theoretical":[109],"modeling":[110],"experimental":[112],"verification,":[113],"reliability":[115],"distinguishability":[117],"RFFs":[119],"extracted":[121],"evaluated,":[123],"classification":[126],"results":[127],"displayed":[129],"real":[132],"equipment":[134],"environment.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
