{"id":"https://openalex.org/W4317418952","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012865","title":"Radio Frequency Fingerprints Extraction for LTE-V2X: A Channel Estimation Based Methodology","display_name":"Radio Frequency Fingerprints Extraction for LTE-V2X: A Channel Estimation Based Methodology","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4317418952","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012865"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2022-fall57202.2022.10012865","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012865","pdf_url":null,"source":{"id":"https://openalex.org/S4210185404","display_name":"IEEE Vehicular Technology Conference","issn_l":"1090-3038","issn":["1090-3038","2577-2465"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2301.01446","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021224510","display_name":"Tianshu Chen","orcid":"https://orcid.org/0000-0002-2053-5307","observed_orcids":["https://orcid.org/0000-0002-2053-5307"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshu Chen","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101878399","display_name":"Hong Shen","orcid":"https://orcid.org/0000-0003-0587-4818","observed_orcids":["https://orcid.org/0000-0003-0587-4818"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Shen","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075678549","display_name":"Aiqun Hu","orcid":"https://orcid.org/0000-0002-0398-4899","observed_orcids":["https://orcid.org/0000-0002-0398-4899"]},"institutions":[{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiqun Hu","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","The Purple Mountain Laboratories for Network and Communication Security, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"The Purple Mountain Laboratories for Network and Communication Security, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weihang He","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihang He","raw_affiliation_strings":["Southeast University,School of Cyber Science and Engineering,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,School of Cyber Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027037412","display_name":"Jie Xu","orcid":"https://orcid.org/0000-0003-3235-8640","observed_orcids":["https://orcid.org/0000-0003-3235-8640"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xu","raw_affiliation_strings":["Southeast University,School of Cyber Science and Engineering,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,School of Cyber Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061722893","display_name":"Hongxing Hu","orcid":"https://orcid.org/0000-0003-1619-691X","observed_orcids":["https://orcid.org/0000-0003-1619-691X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongxing Hu","raw_affiliation_strings":["China Automotive Innovation Corporation, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Automotive Innovation Corporation, Nanjing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9905,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.89499311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.8734999895095825,"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":0.8734999895095825,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.10719999670982361,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.012000000104308128,"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/rf-fingerprinting","display_name":"radio frequency fingerprinting","score":0.8889999985694885},{"id":"https://openalex.org/keywords/lte-v2x","display_name":"LTE-V2X","score":0.9679999947547913},{"id":"https://openalex.org/keywords/vehicle-to-everything-communication","display_name":"vehicle-to-everything communication","score":0.9300000071525574},{"id":"https://openalex.org/keywords/channel-estimation","display_name":"channel estimation","score":0.7120000123977661},{"id":"https://openalex.org/keywords/transmitter-identification","display_name":"transmitter identification","score":0.8180000185966492},{"id":"https://openalex.org/keywords/identity-impersonation","display_name":"identity impersonation","score":0.6069999933242798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7289918065071106},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6873269081115723},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6360990405082703},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.6287912130355835},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.555382490158081},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44697603583335876},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4216248393058777},{"id":"https://openalex.org/C204222849","wikidata":"https://www.wikidata.org/wiki/Q104954","display_name":"Radio-frequency identification","level":2,"score":0.4137144684791565},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37298348546028137},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23183631896972656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21954858303070068},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07443666458129883},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/vtc2022-fall57202.2022.10012865","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012865","pdf_url":null,"source":{"id":"https://openalex.org/S4210185404","display_name":"IEEE Vehicular Technology Conference","issn_l":"1090-3038","issn":["1090-3038","2577-2465"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2301.01446","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.01446","pdf_url":"https://arxiv.org/pdf/2301.01446","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2301.01446","doi":"https://doi.org/10.48550/arxiv.2301.01446","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2301.01446","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2301.01446","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.01446","pdf_url":"https://arxiv.org/pdf/2301.01446","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317418952.pdf","grobid_xml":"https://content.openalex.org/works/W4317418952.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2103699908","https://openalex.org/W2109631601","https://openalex.org/W2110774823","https://openalex.org/W2119857453","https://openalex.org/W2170895945","https://openalex.org/W2172227025","https://openalex.org/W2587454507","https://openalex.org/W2727370900","https://openalex.org/W2803989302","https://openalex.org/W2911964244","https://openalex.org/W2963580435","https://openalex.org/W2986809089","https://openalex.org/W3021731716","https://openalex.org/W3092396141","https://openalex.org/W3103244252","https://openalex.org/W3181667991","https://openalex.org/W3194865194","https://openalex.org/W4214713481"],"related_works":["https://openalex.org/W4400354443","https://openalex.org/W4415647080","https://openalex.org/W4391377861","https://openalex.org/W7162696809","https://openalex.org/W4388240238","https://openalex.org/W4416707228","https://openalex.org/W4408018067","https://openalex.org/W4410228413","https://openalex.org/W4400844239","https://openalex.org/W4414662010"],"abstract_inverted_index":{"The":[0],"vehicle-to-everything":[1],"(V2X)":[2],"technology":[3,42],"has":[4],"recently":[5],"drawn":[6],"attention":[7],"from":[8],"both":[9,136],"academic":[10],"and":[11,29,52,87,114,133],"industrial":[12],"areas.":[13],"However,":[14],"the":[15,18,35,75,82,93,98,103,106,111,126,129,150,156],"openness":[16],"of":[17,77,84,105,128],"wireless":[19,85,94,107],"communication":[20],"system":[21],"makes":[22],"it":[23],"more":[24],"vulnerable":[25],"to":[26,33,48,73,124,155],"identity":[27],"impersonation":[28],"information":[30],"tampering.":[31],"How":[32],"employ":[34],"powerful":[36],"radio":[37],"frequency":[38],"fingerprint":[39],"(RFF)":[40],"identification":[41,147],"in":[43,81],"V2X":[44],"systems":[45],"turns":[46],"out":[47],"be":[49],"a":[50,60,145],"vital":[51],"challenging":[53],"task.":[54],"In":[55,71],"this":[56],"paper,":[57],"we":[58,90,101,120],"propose":[59],"novel":[61],"RFF":[62,80,117,122,141],"extraction":[63,142],"method":[64],"for":[65],"Long":[66],"Term":[67],"Evolution-V2X":[68],"(LTE-V2X)":[69],"systems.":[70],"order":[72],"conquer":[74],"difficulty":[76],"extracting":[78],"transmitter":[79],"presence":[83],"channel":[86,95,108,112],"receiver":[88],"noise,":[89],"first":[91],"estimate":[92,113],"which":[96],"excludes":[97],"RFF.":[99,131],"Then,":[100],"remove":[102],"impact":[104],"based":[109],"on":[110],"obtain":[115],"initial":[116,130],"features.":[118],"Finally,":[119],"conduct":[121],"denoising":[123],"enhance":[125],"quality":[127],"Simulation":[132],"experiment":[134],"results":[135],"demonstrate":[137],"that":[138],"our":[139],"proposed":[140],"scheme":[143],"achieves":[144],"high":[146],"accuracy.":[148],"Furthermore,":[149],"performance":[151],"is":[152],"also":[153],"robust":[154],"vehicle":[157],"speed.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-01-19T00:00:00"}