{"id":"https://openalex.org/W4400126188","doi":"https://doi.org/10.1186/s13634-024-01169-5","title":"A RSBU-LSTM network for radio frequency fingerprint identification relying on multiple features","display_name":"A RSBU-LSTM network for radio frequency fingerprint identification relying on multiple features","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400126188","doi":"https://doi.org/10.1186/s13634-024-01169-5"},"language":"en","primary_location":{"id":"doi:10.1186/s13634-024-01169-5","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13634-024-01169-5","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13634-024-01169-5.pdf","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s13634-024-01169-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064864812","display_name":"H. C. Ling","orcid":"https://orcid.org/0009-0002-2210-3484"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoran Ling","raw_affiliation_strings":["PLA Rocket Force University of Engineering, Xi\u2019an, 710025, China","PLA Rocket Force University of Engineering, Xi'an, 710025, China"],"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering, Xi\u2019an, 710025, China","institution_ids":["https://openalex.org/I2801618472"]},{"raw_affiliation_string":"PLA Rocket Force University of Engineering, Xi'an, 710025, China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068431166","display_name":"Fengchao Zhu","orcid":"https://orcid.org/0000-0002-0867-5470"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengchao Zhu","raw_affiliation_strings":["PLA Rocket Force University of Engineering, Xi\u2019an, 710025, China","PLA Rocket Force University of Engineering, Xi'an, 710025, China"],"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering, Xi\u2019an, 710025, China","institution_ids":["https://openalex.org/I2801618472"]},{"raw_affiliation_string":"PLA Rocket Force University of Engineering, Xi'an, 710025, China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103550813","display_name":"Minli Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minli Yao","raw_affiliation_strings":["PLA Rocket Force University of Engineering, Xi\u2019an, 710025, China","PLA Rocket Force University of Engineering, Xi'an, 710025, China"],"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering, Xi\u2019an, 710025, China","institution_ids":["https://openalex.org/I2801618472"]},{"raw_affiliation_string":"PLA Rocket Force University of Engineering, Xi'an, 710025, China","institution_ids":["https://openalex.org/I2801618472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064864812"],"corresponding_institution_ids":["https://openalex.org/I2801618472"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.6711,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73727916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"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/T10828","display_name":"Biometric Identification and Security","score":0.9854000210762024,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.7357291579246521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6849418878555298},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5781478881835938},{"id":"https://openalex.org/keywords/radio-frequency-identification","display_name":"Radio-frequency identification","score":0.5416442155838013},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.47858405113220215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43160220980644226},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4025682806968689},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.361477255821228},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1470455825328827}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.7357291579246521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849418878555298},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5781478881835938},{"id":"https://openalex.org/C204222849","wikidata":"https://www.wikidata.org/wiki/Q104954","display_name":"Radio-frequency identification","level":2,"score":0.5416442155838013},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47858405113220215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43160220980644226},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4025682806968689},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.361477255821228},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1470455825328827},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":2,"locations":[{"id":"doi:10.1186/s13634-024-01169-5","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13634-024-01169-5","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13634-024-01169-5.pdf","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:163a535adbc149c188d3c0d87bfc1a7a","is_oa":true,"landing_page_url":"https://doaj.org/article/163a535adbc149c188d3c0d87bfc1a7a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Advances in Signal Processing, Vol 2024, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13634-024-01169-5","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13634-024-01169-5","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13634-024-01169-5.pdf","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G715731840","display_name":null,"funder_award_id":"62071480","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400126188.pdf","grobid_xml":"https://content.openalex.org/works/W4400126188.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2012166391","https://openalex.org/W2019190094","https://openalex.org/W2024753100","https://openalex.org/W2064675550","https://openalex.org/W2782638440","https://openalex.org/W2791256362","https://openalex.org/W2806665540","https://openalex.org/W2889741439","https://openalex.org/W2903139904","https://openalex.org/W2977117446","https://openalex.org/W3018955550","https://openalex.org/W3032977069","https://openalex.org/W3035609320","https://openalex.org/W3048528344","https://openalex.org/W3109191887","https://openalex.org/W3123096735","https://openalex.org/W3134326557","https://openalex.org/W3162073908","https://openalex.org/W3185901315","https://openalex.org/W3196757423","https://openalex.org/W3212604884","https://openalex.org/W4287847146","https://openalex.org/W4289538608","https://openalex.org/W4291907685","https://openalex.org/W4292873685","https://openalex.org/W4293868502","https://openalex.org/W4297337487","https://openalex.org/W4310007152","https://openalex.org/W4317418850","https://openalex.org/W4317419387","https://openalex.org/W4320492542","https://openalex.org/W4328027062","https://openalex.org/W4328027789","https://openalex.org/W4361853630","https://openalex.org/W4367016532","https://openalex.org/W4376606950","https://openalex.org/W4385882051","https://openalex.org/W4387773090","https://openalex.org/W4387987100","https://openalex.org/W4389352510","https://openalex.org/W4389544884","https://openalex.org/W4390060411","https://openalex.org/W4390753649"],"related_works":["https://openalex.org/W1577771720","https://openalex.org/W67524538","https://openalex.org/W2283353220","https://openalex.org/W2078898468","https://openalex.org/W4283262555","https://openalex.org/W2183047969","https://openalex.org/W1990337352","https://openalex.org/W3175606139","https://openalex.org/W2488848306","https://openalex.org/W177281364"],"abstract_inverted_index":{"Abstract":[0],"Radio":[1],"frequency":[2],"fingerprint":[3],"identification":[4,69],"(RFFI)":[5],"can":[6,145],"distinguish":[7],"highly":[8],"similar":[9],"wireless":[10,23],"communication":[11],"devices":[12],"to":[13,66,97,126],"protect":[14],"physical":[15,35],"layer":[16,36],"security":[17,21],"and":[18,34,84,107,153],"improve":[19,67],"the":[20,68,99,103,121,128,132,142],"of":[22,46,79,105,131,134],"networks":[24],"effectively,":[25],"which":[26],"has":[27],"been":[28],"widely":[29],"used":[30,160],"for":[31,161],"spectrum":[32],"management":[33],"secure":[37],"communication.":[38],"However,":[39],"most":[40],"RFFI":[41,148],"methods":[42],"show":[43,140,154],"a":[44,59],"degradation":[45],"performance":[47,156],"under":[48],"low":[49,72,115,150],"signal-to-noise":[50],"ratio":[51],"(SNR)":[52],"environments.":[53,117],"In":[54],"this":[55],"paper,":[56],"we":[57,75,89,119],"propose":[58],"RSBU-LSTM":[60],"network":[61,144],"relying":[62],"on":[63],"multiple":[64,77,91],"features":[65,78,101,111,130],"accuracy":[70],"with":[71],"SNR.":[73],"Firstly,":[74],"use":[76,90,120],"in-phase":[80],"(I),":[81],"quadrature":[82],"(Q),":[83],"phase":[85],"as":[86,109,112],"inputs.":[87],"Then,":[88],"Residual":[92],"Shrinkage":[93],"Building":[94],"Units":[95],"(RSBUs)":[96],"extract":[98,127],"correlation":[100],"within":[102],"cycle":[104],"signals":[106,133],"preserve":[108],"many":[110],"possible":[113],"in":[114,149],"SNR":[116,151],"Finally,":[118],"long":[122],"short-term":[123],"memory":[124],"(LSTM)":[125],"relevant":[129],"non-adjacent":[135],"cycles.":[136],"The":[137],"experimental":[138],"results":[139],"that":[141],"proposed":[143],"effectively":[146],"complete":[147],"environments":[152],"better":[155],"than":[157],"other":[158],"models":[159],"comparison.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
