{"id":"https://openalex.org/W4392152350","doi":"https://doi.org/10.1109/globecom54140.2023.10436939","title":"A Channel Robust RF Fingerprint Identification Scheme for LTE Devices Based on DMRS Signals","display_name":"A Channel Robust RF Fingerprint Identification Scheme for LTE Devices Based on DMRS Signals","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152350","doi":"https://doi.org/10.1109/globecom54140.2023.10436939"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10436939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058074165","display_name":"Xuan Yang","orcid":"https://orcid.org/0000-0002-0666-6941"},"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":"Xuan Yang","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,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/A5100759528","display_name":"Dongming Li","orcid":"https://orcid.org/0000-0002-4557-6279"},"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":"Dongming Li","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,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/A5011900098","display_name":"Fuhui Zhou","orcid":"https://orcid.org/0000-0001-6880-6244"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuhui Zhou","raw_affiliation_strings":["College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics,Nanjing,China","College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081018704","display_name":"Naofal Al\u2010Dhahir","orcid":"https://orcid.org/0000-0001-9894-8382"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naofal Al-Dhahir","raw_affiliation_strings":["The University of Texas at Dallas,Department of Electrical and Computer Engineering,Richardson,TX,USA","Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Electrical and Computer Engineering,Richardson,TX,USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3439","last_page":"3444"},"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/T10187","display_name":"Radio Frequency Integrated Circuit Design","score":0.9966999888420105,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9919999837875366,"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/fingerprint","display_name":"Fingerprint (computing)","score":0.6839112043380737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5990188121795654},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4872268736362457},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48180192708969116},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.4779888987541199},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.45825234055519104},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35835349559783936},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3391328454017639},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21660032868385315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2023543417453766},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16915187239646912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12448000907897949}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.6839112043380737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990188121795654},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4872268736362457},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48180192708969116},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.4779888987541199},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.45825234055519104},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35835349559783936},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3391328454017639},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21660032868385315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2023543417453766},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16915187239646912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12448000907897949},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10436939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1499091328","https://openalex.org/W2087659160","https://openalex.org/W2972810968","https://openalex.org/W3015448029","https://openalex.org/W3048528344","https://openalex.org/W3083891030","https://openalex.org/W3127763944","https://openalex.org/W3176020692","https://openalex.org/W3181667991","https://openalex.org/W4210353105","https://openalex.org/W4210814219","https://openalex.org/W4214713481","https://openalex.org/W4293057561","https://openalex.org/W4315605945"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2339806289","https://openalex.org/W2105887828","https://openalex.org/W2122599759","https://openalex.org/W2368132270","https://openalex.org/W4236520801","https://openalex.org/W2173185020","https://openalex.org/W4205397417","https://openalex.org/W2157505264","https://openalex.org/W2372764048"],"abstract_inverted_index":{"In":[0,32],"physical-layer":[1],"security":[2],"schemes,":[3],"radio":[4],"frequency":[5],"fingerprint":[6],"(RFF)":[7],"identification":[8,17],"is":[9,106,139],"vulnerable":[10],"to":[11,29,108],"the":[12,16,57,60,68,81,90,100,109,125,130,154],"channel":[13,63,101,110,126],"variations,":[14],"and":[15,62,84,115,128,151,156],"performance":[18],"of":[19,59,86,93,132,136],"mobile":[20,52,157],"devices":[21],"using":[22],"long":[23],"term":[24],"evolution":[25],"(LTE)":[26],"signals":[27],"remains":[28],"be":[30],"validated.":[31],"this":[33,137],"paper,":[34],"we":[35,55,73],"propose":[36,74],"an":[37,75],"RFF":[38,61,76,131],"extraction":[39,77],"method":[40,78,105,121,138],"based":[41,79],"on":[42,65,80],"LTE":[43,51,69],"demodulation":[44],"reference":[45],"signal":[46,48],"(DMRS)":[47],"processing":[49],"for":[50],"devices.":[53,133],"First,":[54],"analyze":[56],"impacts":[58,127],"fading":[64],"DMRS":[66],"in":[67,153],"uplink":[70],"channel.":[71],"Then,":[72],"wavelet":[82],"decomposition":[83],"reconstruction":[85],"DMRS.":[87],"By":[88],"removing":[89],"low-frequency":[91],"components":[92],"DMRS,":[94],"which":[95],"are":[96],"mainly":[97],"affected":[98],"by":[99],"effects,":[102],"our":[103,113,120],"proposed":[104],"robust":[107],"impairments.":[111],"Finally,":[112],"simulation":[114],"experimental":[116],"results":[117],"show":[118],"that":[119],"can":[122,148],"effectively":[123],"reduce":[124],"retain":[129],"The":[134,145],"effectiveness":[135],"verified":[140],"via":[141],"different":[142],"classification":[143,146],"tasks.":[144],"accuracy":[147],"reach":[149],"98.5%":[150],"93.9%":[152],"stationary":[155],"scenarios,":[158],"respectively.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
