{"id":"https://openalex.org/W4205273399","doi":"https://doi.org/10.1109/lwc.2021.3135932","title":"Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure","display_name":"Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure","publication_year":2021,"publication_date":"2021-12-16","ids":{"openalex":"https://openalex.org/W4205273399","doi":"https://doi.org/10.1109/lwc.2021.3135932"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2021.3135932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3135932","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-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/A5045162510","display_name":"Yang Peng","orcid":"https://orcid.org/0000-0003-2592-3760"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Peng","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355000","display_name":"Pengfei Liu","orcid":"https://orcid.org/0000-0002-2971-3800"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Liu","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017851308","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-7763-4261"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7763-4261","affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367677","display_name":"Guan Gui","orcid":"https://orcid.org/0000-0003-3888-2881"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Gui","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3888-2881","affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031253024","display_name":"Bamidele Adebisi","orcid":"https://orcid.org/0000-0001-9071-9120"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bamidele Adebisi","raw_affiliation_strings":["Department of Engineering, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, U.K"],"raw_orcid":"https://orcid.org/0000-0001-9071-9120","affiliations":[{"raw_affiliation_string":"Department of Engineering, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026448728","display_name":"Haris Gacanin","orcid":"https://orcid.org/0000-0003-3168-8883"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Haris Gacanin","raw_affiliation_strings":["Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3168-8883","affiliations":[{"raw_affiliation_string":"Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045162510"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":8.1166,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.97950525,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"3","first_page":"543","last_page":"547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9527999758720398,"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"}},{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9506000280380249,"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":0.6087060570716858},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6086365580558777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5433552861213684},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5042132139205933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5027155876159668},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49732306599617004},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.47963079810142517},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43787774443626404},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33299803733825684},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2820080816745758},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.14339116215705872}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.6087060570716858},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6086365580558777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5433552861213684},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5042132139205933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5027155876159668},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49732306599617004},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.47963079810142517},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43787774443626404},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33299803733825684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2820080816745758},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.14339116215705872},{"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},{"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":1,"locations":[{"id":"doi:10.1109/lwc.2021.3135932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3135932","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.47999998927116394,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G4595998100","display_name":null,"funder_award_id":"BE2020084-5","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1976842305","https://openalex.org/W2010481082","https://openalex.org/W2153504150","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2242345359","https://openalex.org/W2304380770","https://openalex.org/W2407898405","https://openalex.org/W2431890594","https://openalex.org/W2791256362","https://openalex.org/W2803989302","https://openalex.org/W2884089434","https://openalex.org/W2929757916","https://openalex.org/W2984025449","https://openalex.org/W2993744060","https://openalex.org/W2994152147","https://openalex.org/W3007071731","https://openalex.org/W3007970939","https://openalex.org/W3008364176","https://openalex.org/W3088383832","https://openalex.org/W3092277776","https://openalex.org/W3146023480","https://openalex.org/W3172135703","https://openalex.org/W3205971195"],"related_works":["https://openalex.org/W2504004674","https://openalex.org/W1987679298","https://openalex.org/W2963177394","https://openalex.org/W4313359513","https://openalex.org/W2498744856","https://openalex.org/W4390482104","https://openalex.org/W322408318","https://openalex.org/W149041114","https://openalex.org/W2278621827","https://openalex.org/W2381769434"],"abstract_inverted_index":{"Radio":[0],"frequency":[1],"fingerprint":[2],"(RFF)":[3],"identification":[4,21,38,49,91,103],"is":[5,64,74,120],"a":[6,46],"popular":[7],"topic":[8],"in":[9,81],"the":[10,68,98,126],"field":[11],"of":[12],"physical":[13],"layer":[14],"security.":[15],"However,":[16],"machine":[17],"learning":[18,30],"based":[19,31,51],"RFF":[20,48,100],"methods":[22,32],"require":[23],"complicated":[24],"feature":[25,70],"extraction":[26,71],"manually":[27],"while":[28],"deep":[29],"are":[33],"hard":[34],"to":[35,66,76],"achieve":[36,94],"robust":[37],"performance.":[39],"To":[40],"solve":[41],"these":[42],"problems,":[43],"we":[44],"propose":[45],"novel":[47],"method":[50,92],"on":[52],"heat":[53],"constellation":[54],"trace":[55],"figure":[56],"(HCTF)":[57],"and":[58,72,118],"slice":[59],"integration":[60],"cooperation":[61],"(SIC).":[62],"HCTF":[63],"utilized":[65],"avoid":[67],"manual":[69],"SIC":[73],"adopted":[75],"extract":[77],"more":[78],"features":[79],"automatically":[80],"RF":[82],"signals.":[83],"Experimental":[84],"results":[85],"show":[86],"that":[87],"our":[88],"proposed":[89],"HCTF-SIC":[90],"can":[93],"higher":[95,122],"accuracy":[96,104],"than":[97,123],"existing":[99],"methods.":[101],"The":[102],"achieves":[105],"91.07%":[106],"when":[107,125],"SNR":[108,127],"<inline-formula":[109,128],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[110,129],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[111,130],"<tex-math":[112,131],"notation=\"LaTeX\">$\\pmb":[113,132],"{=}$":[114],"</tex-math></inline-formula>":[115,135],"0":[116],"dB":[117],"it":[119],"even":[121],"99.64%":[124],"{\\ge":[133],"}$":[134],"5":[136],"dB.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":20}],"updated_date":"2026-05-29T09:21:14.243279","created_date":"2025-10-10T00:00:00"}
