{"id":"https://openalex.org/W4409248318","doi":"https://doi.org/10.1109/icct62411.2024.10946398","title":"Feature Alignment Transformer for Cross-domain Radio Frequency Fingerprint Identification","display_name":"Feature Alignment Transformer for Cross-domain Radio Frequency Fingerprint Identification","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4409248318","doi":"https://doi.org/10.1109/icct62411.2024.10946398"},"language":"en","primary_location":{"id":"doi:10.1109/icct62411.2024.10946398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-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/A5036560410","display_name":"Yatong Wang","orcid":"https://orcid.org/0000-0001-9887-5224"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yatong Wang","raw_affiliation_strings":["Beijing Institute of Technology,School of Information and Electronics,Beijing,China,100081"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,School of Information and Electronics,Beijing,China,100081","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108058685","display_name":"Zhongyi Wen","orcid":"https://orcid.org/0000-0003-4999-3982"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Wen","raw_affiliation_strings":["University of Electronic Science and Technology of China,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000734023","display_name":"Bin Cao","orcid":"https://orcid.org/0000-0001-8839-243X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China,100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086286602","display_name":"Mu Yan","orcid":"https://orcid.org/0000-0001-9883-1862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mu Yan","raw_affiliation_strings":["Laboratory of Electromagnetic Space Cognition and Intelligent Control,Beijing,China,100191"],"affiliations":[{"raw_affiliation_string":"Laboratory of Electromagnetic Space Cognition and Intelligent Control,Beijing,China,100191","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103805473","display_name":"Changqing Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changqing Song","raw_affiliation_strings":["Laboratory of Electromagnetic Space Cognition and Intelligent Control,Beijing,China,100191"],"affiliations":[{"raw_affiliation_string":"Laboratory of Electromagnetic Space Cognition and Intelligent Control,Beijing,China,100191","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036560410"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33634952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1985","last_page":"1990"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9939000010490417,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9939000010490417,"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":0.9886000156402588,"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":0.6022907495498657},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5813467502593994},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5664200186729431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5598423480987549},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.5575637221336365},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5507562756538391},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.5078094601631165},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48603564500808716},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.4435199201107025},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.419864684343338},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3544524908065796},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.20784834027290344},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19752168655395508},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18001794815063477},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08139187097549438},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07326018810272217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6022907495498657},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5813467502593994},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5664200186729431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5598423480987549},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.5575637221336365},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5507562756538391},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.5078094601631165},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48603564500808716},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.4435199201107025},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.419864684343338},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3544524908065796},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.20784834027290344},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19752168655395508},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18001794815063477},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08139187097549438},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07326018810272217},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct62411.2024.10946398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2770645414","https://openalex.org/W2942067158","https://openalex.org/W3004724178","https://openalex.org/W3041173183","https://openalex.org/W3140854437","https://openalex.org/W3154667606","https://openalex.org/W4214569028","https://openalex.org/W4319986822","https://openalex.org/W4388193212","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W3014822659","https://openalex.org/W2117826006","https://openalex.org/W1621827506","https://openalex.org/W4362496757","https://openalex.org/W2051501574","https://openalex.org/W2124627279","https://openalex.org/W2050967184","https://openalex.org/W2566091814","https://openalex.org/W2114937328","https://openalex.org/W2148654711"],"abstract_inverted_index":{"Radio":[0],"Frequency":[1],"Fingerprint":[2],"Identification":[3],"(RFFI)":[4],"has":[5],"emerged":[6],"as":[7,47],"an":[8],"effective":[9],"device":[10],"authentication":[11],"paradigm,":[12],"offering":[13],"non-cryptographic,":[14],"tamper-proof,":[15],"and":[16,43,76,90],"lightweight":[17],"solutions":[18],"for":[19,62],"IoT":[20],"networks.":[21],"However,":[22],"conventional":[23],"deep":[24],"learning-based":[25],"RFFI":[26,50,114],"schemes":[27],"often":[28],"experience":[29],"significant":[30],"performance":[31],"degradation":[32],"in":[33,111],"cross-domain":[34,49,63,113],"scenarios":[35],"due":[36],"to":[37,93,117],"the":[38,48,95,98],"distribution":[39],"shift":[40],"between":[41,85],"training":[42],"test":[44],"datasets,":[45],"known":[46],"problem.":[51],"To":[52],"address":[53],"this":[54],"issue,":[55],"we":[56,80],"propose":[57],"FATransformer,":[58],"a":[59,82],"novel":[60],"framework":[61],"RFFI,":[64],"which":[65],"comprises":[66],"four":[67],"key":[68],"modules:":[69],"data":[70],"preprocessing,":[71],"transformer":[72],"backbone,":[73],"feature":[74,99],"alignment,":[75],"automatic":[77],"tuning.":[78],"Additionally,":[79],"establish":[81],"theoretical":[83],"relationship":[84],"target":[86],"domain":[87,91],"error":[88],"bounds":[89],"discrepancies":[92],"support":[94],"design":[96],"of":[97],"alignment":[100],"method.":[101],"Extensive":[102],"experiments":[103],"on":[104],"real-world":[105],"datasets":[106],"demonstrate":[107],"FATransformer\u2019s":[108],"superior":[109],"accuracy":[110],"multiple":[112],"tasks":[115],"compared":[116],"baselines.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}