{"id":"https://openalex.org/W4402809005","doi":"https://doi.org/10.1109/jiot.2024.3466924","title":"Prototype-Driven Unsupervised Domain Adaptation for Specific Emitter Identification","display_name":"Prototype-Driven Unsupervised Domain Adaptation for Specific Emitter Identification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402809005","doi":"https://doi.org/10.1109/jiot.2024.3466924"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3466924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3466924","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5039294880","display_name":"Jianwei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Chen","raw_affiliation_strings":["College of Communication Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0008-3331-1880","affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106403416","display_name":"Lu Yu","orcid":"https://orcid.org/0000-0002-0550-7754"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Yu","raw_affiliation_strings":["College of Communication Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628854","display_name":"Yufan Chen","orcid":"https://orcid.org/0000-0003-2064-7541"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufan Chen","raw_affiliation_strings":["College of Communication Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-2064-7541","affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042329532","display_name":"Xiang Zheng","orcid":"https://orcid.org/0000-0002-2990-2169"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zheng","raw_affiliation_strings":["College of Communication Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704521","display_name":"Pu Chen","orcid":"https://orcid.org/0000-0002-5114-5942"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pu Chen","raw_affiliation_strings":["College of Communication Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012710475","display_name":"Kaixin Cheng","orcid":"https://orcid.org/0000-0002-6786-0289"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixin Cheng","raw_affiliation_strings":["College of Communication Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6786-0289","affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8328,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87697748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.8374999761581421,"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":0.8374999761581421,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.7972999811172485,"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":0.7384632229804993},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6153795123100281},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5897818803787231},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5597500205039978},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4377845525741577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37970852851867676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7384632229804993},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6153795123100281},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5897818803787231},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5597500205039978},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4377845525741577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37970852851867676},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3466924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3466924","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W2141200610","https://openalex.org/W2194775991","https://openalex.org/W2593768305","https://openalex.org/W2788768841","https://openalex.org/W2903139904","https://openalex.org/W2904706552","https://openalex.org/W2962687275","https://openalex.org/W2963168418","https://openalex.org/W2963187488","https://openalex.org/W2963240485","https://openalex.org/W2963275094","https://openalex.org/W2964117661","https://openalex.org/W2964285681","https://openalex.org/W2964288524","https://openalex.org/W2968584961","https://openalex.org/W2978573218","https://openalex.org/W2982145123","https://openalex.org/W3004205097","https://openalex.org/W3004340854","https://openalex.org/W3018638193","https://openalex.org/W3021632667","https://openalex.org/W3044698225","https://openalex.org/W3065974826","https://openalex.org/W3109093849","https://openalex.org/W3149860822","https://openalex.org/W3185901315","https://openalex.org/W3215601780","https://openalex.org/W4206443020","https://openalex.org/W4206467342","https://openalex.org/W4214569028","https://openalex.org/W4280543295","https://openalex.org/W4285809052","https://openalex.org/W4304092176","https://openalex.org/W4311080746","https://openalex.org/W4312097419","https://openalex.org/W4312592225","https://openalex.org/W4312945619","https://openalex.org/W4313218084","https://openalex.org/W4313291266","https://openalex.org/W4317927930","https://openalex.org/W4319299795","https://openalex.org/W4321597251","https://openalex.org/W4360996487","https://openalex.org/W4365420380","https://openalex.org/W4367057008","https://openalex.org/W4378072423","https://openalex.org/W4385187405","https://openalex.org/W4386066023","https://openalex.org/W4386078135","https://openalex.org/W4386432186","https://openalex.org/W4387934904","https://openalex.org/W4388411529","https://openalex.org/W6633949838","https://openalex.org/W6639480849","https://openalex.org/W6681588610","https://openalex.org/W6683633756","https://openalex.org/W6695692224","https://openalex.org/W6713955831","https://openalex.org/W6737976933","https://openalex.org/W6750109254","https://openalex.org/W6763066025","https://openalex.org/W6784323503","https://openalex.org/W6802713863","https://openalex.org/W6884758910"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Distribution":[0],"shift":[1],"is":[2,142],"a":[3,69,84,115,128],"prominent":[4],"challenge":[5],"for":[6],"specific":[7],"emitter":[8],"identification":[9],"(SEI)":[10],"in":[11,92],"noncooperative":[12],"scenarios.":[13],"Unsupervised":[14],"domain":[15,30,91],"adaptation":[16],"(UDA)":[17],"aims":[18],"to":[19,31,62,74,87,98,121,132],"address":[20],"the":[21,76,89,105,110,148,158,161],"aforementioned":[22],"issue":[23],"by":[24],"transferring":[25],"knowledge":[26,66],"from":[27],"labeled":[28],"source":[29],"unlabeled":[32,96],"target":[33,90],"domain.":[34],"However,":[35],"existing":[36],"UDA":[37,71],"methods":[38,146],"primarily":[39],"focus":[40],"on":[41,147],"cross-domain":[42],"alignment":[43,118],"of":[44,52,78,137,163],"global":[45],"features,":[46],"causing":[47],"less":[48],"discriminability":[49,77,136],"between":[50,107],"features":[51,108],"different":[53,79],"classes.":[54,80],"Building":[55],"upon":[56,104],"this":[57],"observation,":[58],"we":[59,82,113,126],"leverage":[60],"prototypes":[61],"extract":[63],"domain-invariant":[64],"class":[65],"and":[67,109,135,157],"propose":[68,83,114,127],"prototype-driven":[70],"(PDDA)":[72],"framework":[73],"enhance":[75],"First,":[81],"pseudo-label":[85],"mechanism":[86],"assist":[88],"self-supervised":[93],"training,":[94],"utilizing":[95],"samples":[97],"learn":[99],"discriminative":[100],"feature.":[101],"Second,":[102],"building":[103],"relationship":[106],"corresponding":[111],"prototypes,":[112],"prototypical":[116],"bidirectional":[117],"(PBA)":[119],"method":[120,141],"achieve":[122],"class-level":[123],"transfer.":[124],"Finally,":[125],"prediction":[129],"consistency":[130],"constraint":[131],"balance":[133],"transferability":[134],"features.":[138],"The":[139],"proposed":[140],"compared":[143],"with":[144],"state-of-the-art":[145],"two":[149],"publicly":[150],"available":[151],"radio":[152],"frequency":[153],"fingerprint":[154],"data":[155],"sets":[156],"results":[159],"demonstrate":[160],"effectiveness":[162],"PDDA.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
