{"id":"https://openalex.org/W4411949785","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059537","title":"Radio Frequency Fingerprinting: Models, Methodologies and Performance","display_name":"Radio Frequency Fingerprinting: Models, Methodologies and Performance","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4411949785","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059537"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc65282.2025.11059537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/364683005/Radio_Frequency_Fingerprinting_Models_Methodologies_and_Performance_2_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057864757","display_name":"Muhammad Irfan","orcid":"https://orcid.org/0000-0002-6511-9892"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Muhammad Irfan","raw_affiliation_strings":["Hamad Bin Khalifa University (HBKU) &#x2013; Doha,College of Science and Engineering (CSE),Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University (HBKU) &#x2013; Doha,College of Science and Engineering (CSE),Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118792090","display_name":"Maryam Al-Malki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Maryam Al-Malki","raw_affiliation_strings":["Hamad Bin Khalifa University (HBKU) &#x2013; Doha,College of Science and Engineering (CSE),Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University (HBKU) &#x2013; Doha,College of Science and Engineering (CSE),Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088679207","display_name":"Savio Sciancalepore","orcid":"https://orcid.org/0000-0003-0974-3639"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Savio Sciancalepore","raw_affiliation_strings":["Eindhoven University of Technology,Eindhoven Artificial Intelligence Systems Institute,Eindhoven,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Eindhoven Artificial Intelligence Systems Institute,Eindhoven,Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062407436","display_name":"Gabriele Oligeri","orcid":"https://orcid.org/0000-0002-9637-0430"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Gabriele Oligeri","raw_affiliation_strings":["Hamad Bin Khalifa University (HBKU) &#x2013; Doha,College of Science and Engineering (CSE),Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University (HBKU) &#x2013; Doha,College of Science and Engineering (CSE),Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11015765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9650999903678894,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9650999903678894,"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":0.9617999792098999,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9514999985694885,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7106816172599792},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.5286961793899536},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16639438271522522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106816172599792},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.5286961793899536},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16639438271522522}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwcmc65282.2025.11059537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/afe84522-d3d1-4e72-889d-640e3d516a81","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/afe84522-d3d1-4e72-889d-640e3d516a81","pdf_url":"https://pure.tue.nl/ws/files/364683005/Radio_Frequency_Fingerprinting_Models_Methodologies_and_Performance_2_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Irfan, M, Al-Malki, M, Sciancalepore, S & Oligeri, G 2025, Radio Frequency Fingerprinting : Models, Methodologies and Performance. in 2025 International Wireless Communications and Mobile Computing, IWCMC 2025., 11059537, Institute of Electrical and Electronics Engineers, pp. 61-66, 21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025, Abu Dhabi, United Arab Emirates, 12/05/25. https://doi.org/10.1109/IWCMC65282.2025.11059537","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/afe84522-d3d1-4e72-889d-640e3d516a81","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/afe84522-d3d1-4e72-889d-640e3d516a81","pdf_url":"https://pure.tue.nl/ws/files/364683005/Radio_Frequency_Fingerprinting_Models_Methodologies_and_Performance_2_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Irfan, M, Al-Malki, M, Sciancalepore, S & Oligeri, G 2025, Radio Frequency Fingerprinting : Models, Methodologies and Performance. in 2025 International Wireless Communications and Mobile Computing, IWCMC 2025., 11059537, Institute of Electrical and Electronics Engineers, pp. 61-66, 21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025, Abu Dhabi, United Arab Emirates, 12/05/25. https://doi.org/10.1109/IWCMC65282.2025.11059537","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411949785.pdf","grobid_xml":"https://content.openalex.org/works/W4411949785.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W3045693983","https://openalex.org/W3047279638","https://openalex.org/W3093454165","https://openalex.org/W4285103009","https://openalex.org/W4327767828","https://openalex.org/W4389041444","https://openalex.org/W4389279157","https://openalex.org/W4389776450","https://openalex.org/W4390345718","https://openalex.org/W4390660075","https://openalex.org/W4392910102"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Radio":[0],"Frequency":[1],"fingerprinting":[2],"(RFF)":[3],"is":[4,43,105],"emerging":[5],"as":[6,15],"a":[7,16,38,78],"viable":[8],"alternative":[9],"to":[10,152,155],"authenticating":[11],"radio":[12,35,40],"devices,":[13],"serving":[14],"mitigation":[17],"technique":[18],"for":[19,118],"spoofing":[20],"and":[21,69,81,85,91,121,125,150],"impersonation":[22],"attacks":[23],"on":[24,30,127,147],"the":[25,31,70,98,101,109,113,116,119,137,140,157,164],"wireless":[26],"channel.":[27],"RFF":[28,62,160],"relies":[29],"observation":[32],"that":[33,42,97],"each":[34],"transducer":[36],"features":[37],"distinctive":[39],"fingerprint":[41],"impractical\u2014or":[44],"even":[45],"impossible\u2014to":[46],"forge":[47],"by":[48,64,108],"any":[49],"other":[50],"device.In":[51],"this":[52],"work,":[53],"we":[54],"provide":[55],"an":[56],"in-depth":[57],"analysis":[58],"of":[59,89,100,115,139,159],"current":[60],"state-of-the-art":[61],"approaches":[63],"comparing":[65],"deep":[66],"learning":[67],"techniques":[68],"associated":[71],"methodologies.":[72],"We":[73],"consider":[74],"real":[75],"measurements":[76,129],"in":[77,87,163],"controlled":[79],"scenario":[80],"compare":[82],"different":[83,128],"configurations":[84,151],"classifiers":[86,104],"terms":[88],"performance":[90,99,158],"training":[92,120],"time.":[93],"Our":[94],"findings":[95],"show":[96],"11":[102],"considered":[103,111,154],"significantly":[106,135],"biased":[107],"methodology":[110],"during":[112],"selection":[114],"data":[117],"testing":[122,126],"datasets.":[123],"Training":[124],"or":[130],"when":[131],"radios":[132],"are":[133],"power-cycled":[134],"affects":[136],"accuracy":[138],"classifier.":[141],"Overall,":[142],"our":[143],"investigation":[144],"sheds":[145],"light":[146],"best":[148],"practices":[149],"be":[153],"maximize":[156],"systems":[161],"deployed":[162],"wild.":[165]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
