{"id":"https://openalex.org/W7138864409","doi":"https://doi.org/10.1109/tifs.2026.3675522","title":"Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays","display_name":"Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7138864409","doi":"https://doi.org/10.1109/tifs.2026.3675522"},"language":null,"primary_location":{"id":"doi:10.1109/tifs.2026.3675522","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2026.3675522","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Information Forensics and Security","raw_type":"journal-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/A5059455878","display_name":"Thomas Ranstr\u00f6m","orcid":"https://orcid.org/0000-0003-2841-2923"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thomas Ranstrom","raw_affiliation_strings":["Department of Electrical Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-2841-2923","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076164257","display_name":"Omar Jebreil","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar Jebreil","raw_affiliation_strings":["Department of Electrical Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0009-0001-6021-5746","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fawaz Abdul Razak","orcid":"https://orcid.org/0009-0001-8381-8312"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fawaz Abdul Razak","raw_affiliation_strings":["Department of Electrical Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0009-0001-8381-8312","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129981269","display_name":"Yasin Yilmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yasin Yilmaz","raw_affiliation_strings":["Department of Electrical Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-2014-3060","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036827623","display_name":"G\u00f6khan Mumcu","orcid":"https://orcid.org/0000-0002-3275-4865"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gokhan Mumcu","raw_affiliation_strings":["Department of Electrical Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-3275-4865","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059455878"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57396945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"3382","last_page":"3395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9413999915122986,"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":0.9413999915122986,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.020500000566244125,"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/T10986","display_name":"RFID technology advancements","score":0.0031999999191612005,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/testbed","display_name":"Testbed","score":0.6753000020980835},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.6305000185966492},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6277999877929688},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.589900016784668},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5501999855041504},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.49320000410079956},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4875999987125397},{"id":"https://openalex.org/keywords/non-line-of-sight-propagation","display_name":"Non-line-of-sight propagation","score":0.4794999957084656},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.4603999853134155}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8324000239372253},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6753000020980835},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.6305000185966492},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6277999877929688},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.589900016784668},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5501999855041504},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.49320000410079956},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4875999987125397},{"id":"https://openalex.org/C154910267","wikidata":"https://www.wikidata.org/wiki/Q1740982","display_name":"Non-line-of-sight propagation","level":3,"score":0.4794999957084656},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4618000090122223},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.4603999853134155},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.45899999141693115},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.4499000012874603},{"id":"https://openalex.org/C194273485","wikidata":"https://www.wikidata.org/wiki/Q1478845","display_name":"Path loss","level":3,"score":0.39969998598098755},{"id":"https://openalex.org/C76843793","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation model","level":3,"score":0.39089998602867126},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37869998812675476},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C202311505","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation","level":2,"score":0.35409998893737793},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.3409000039100647},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.28040000796318054},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2754000127315521},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2632000148296356},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.25279998779296875},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2026.3675522","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2026.3675522","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1787950877","display_name":null,"funder_award_id":"2233774","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Chaotic":[0],"antenna":[1],"arrays":[2],"(CAAs)":[3],"have":[4],"been":[5],"shown":[6],"to":[7,24,43,145,182],"produce":[8],"enhanced":[9],"and":[10,90,98,142,179,210],"robust":[11,211],"RF":[12,69,133],"fingerprints,":[13,204],"enabling":[14,65],"more":[15],"reliable":[16],"device":[17],"authentication":[18,84,161,214],"using":[19],"machine":[20],"learning":[21],"(ML)":[22],"compared":[23],"traditional":[25],"methods":[26],"based":[27],"on":[28,130],"subtle":[29],"hardware":[30],"imperfections.":[31],"In":[32,74],"this":[33,167],"paper,":[34],"we":[35,76],"present":[36],"a":[37,55,78,109,155,188],"novel":[38],"CAA-specific":[39],"multipath":[40],"channel":[41,63,88,170],"model":[42],"accurately":[44],"capture":[45],"the":[46,62,68,72,95,121,127,131,196],"CAA\u2019s":[47],"phase":[48],"errors":[49],"across":[50,215],"all":[51],"propagation":[52,157],"paths":[53],"providing":[54],"basis":[56],"for":[57,114,120,208],"processing":[58],"schemes":[59],"that":[60,124],"remove":[61],"effect,":[64],"extraction":[66],"of":[67,71,82,100,126,200],"signature":[70],"CAA.":[73],"addition,":[75],"provide":[77],"comprehensive":[79],"experimental":[80],"validation":[81,199],"CAA-based":[83],"under":[85,138],"practical":[86,198],"wireless":[87,217],"conditions":[89,141,186],"include":[91],"full":[92],"details":[93],"covering":[94],"design,":[96],"fabrication,":[97],"characterization":[99],"custom":[101],"CAA":[102,132,203],"nodes,":[103],"along":[104],"with":[105,187],"their":[106,206],"integration":[107],"within":[108],"software-defined":[110],"radio":[111],"(SDR)":[112],"testbed":[113],"over-the-air":[115],"measurements.":[116],"This":[117,193],"manuscript":[118],"shows,":[119],"first":[122,197],"time,":[123],"training":[125],"ML-based":[128],"authenticator":[129],"fingerprints":[134],"can":[135],"be":[136],"conducted":[137],"line-of-sight":[139],"(LOS)":[140],"effectively":[143],"generalized":[144],"diverse":[146],"scenarios,":[147],"including":[148],"non-line-of-sight":[149],"(NLOS)":[150],"environments,":[151],"as":[152,154],"long":[153],"dominant":[156,190],"path":[158],"exists.":[159],"High":[160],"accuracy":[162],"is":[163,172],"consistently":[164],"achieved":[165],"when":[166],"key":[168],"spatial":[169],"characteristic":[171],"preserved.":[173],"Accuracy":[174],"exceeds":[175],"90%":[176],"in":[177,184],"LOS":[178],"reaches":[180],"up":[181],"87%":[183],"NLOS":[185],"single":[189],"reflected":[191],"path.":[192],"study":[194],"provides":[195],"spatially":[201],"varying":[202],"underscoring":[205],"promise":[207],"secure":[209],"physical":[212],"layer":[213],"varied":[216],"conditions.":[218]},"counts_by_year":[],"updated_date":"2026-04-02T13:48:15.688549","created_date":"2026-03-20T00:00:00"}