{"id":"https://openalex.org/W4214873053","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723341","title":"RF Fingerprinting with Dilated Causal Convolutions\u2013An Inherently Explainable Architecture","display_name":"RF Fingerprinting with Dilated Causal Convolutions\u2013An Inherently Explainable Architecture","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W4214873053","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723341"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf53345.2021.9723341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723341","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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/A5058468855","display_name":"Scott Kuzdeba","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117222","display_name":"BAE Systems (United States)","ror":"https://ror.org/02fctgp09","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117222","https://openalex.org/I4210143731"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Kuzdeba","raw_affiliation_strings":["BAE Systems FAST Labs,Merrimack,NH,03054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BAE Systems FAST Labs,Merrimack,NH,03054","institution_ids":["https://openalex.org/I4210117222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038503885","display_name":"Joseph Carmack","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117222","display_name":"BAE Systems (United States)","ror":"https://ror.org/02fctgp09","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117222","https://openalex.org/I4210143731"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Carmack","raw_affiliation_strings":["BAE Systems FAST Labs,Merrimack,NH,03054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BAE Systems FAST Labs,Merrimack,NH,03054","institution_ids":["https://openalex.org/I4210117222"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008748733","display_name":"Josh Robinson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117222","display_name":"BAE Systems (United States)","ror":"https://ror.org/02fctgp09","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117222","https://openalex.org/I4210143731"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh Robinson","raw_affiliation_strings":["BAE Systems FAST Labs,Merrimack,NH,03054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BAE Systems FAST Labs,Merrimack,NH,03054","institution_ids":["https://openalex.org/I4210117222"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210117222"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9951000213623047,"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":0.9951000213623047,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11309","display_name":"Music and Audio Processing","score":0.9890000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6730399131774902},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6143119931221008},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4650992155075073},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4409360885620117},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.42986661195755005},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41238296031951904},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3227037489414215},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18554893136024475},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1291821002960205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6730399131774902},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6143119931221008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4650992155075073},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4409360885620117},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.42986661195755005},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41238296031951904},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3227037489414215},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18554893136024475},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1291821002960205},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf53345.2021.9723341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723341","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1980914952","https://openalex.org/W2100212553","https://openalex.org/W2159383776","https://openalex.org/W2519091744","https://openalex.org/W2949582403","https://openalex.org/W3012340965","https://openalex.org/W3015448029","https://openalex.org/W3108981297","https://openalex.org/W3136615525","https://openalex.org/W3137268093","https://openalex.org/W3137814470","https://openalex.org/W3138872598","https://openalex.org/W3160937820","https://openalex.org/W3173313916","https://openalex.org/W3174293505","https://openalex.org/W4299518610","https://openalex.org/W6682132143","https://openalex.org/W6755308174","https://openalex.org/W6786718952","https://openalex.org/W6795255400"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W1819952937","https://openalex.org/W1887934433","https://openalex.org/W2383828164","https://openalex.org/W396164270","https://openalex.org/W2127108126","https://openalex.org/W2382623646","https://openalex.org/W2972850838","https://openalex.org/W2762577149","https://openalex.org/W2901346193"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"approaches":[2],"have":[3],"been":[4],"shown":[5,53],"to":[6,75],"be":[7],"functional":[8],"approximators,":[9],"with":[10],"radio":[11],"frequency":[12],"signals":[13],"being":[14],"no":[15],"exception.":[16],"This,":[17],"however,":[18],"typically":[19],"comes":[20],"at":[21,30],"the":[22,70,86,90],"cost":[23],"of":[24,69,89],"explainability":[25],"in":[26],"how":[27,66],"they":[28],"arrive":[29],"answers.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"dive":[36],"into":[37],"our":[38],"RiftNet":[39],"<sup":[40],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[41],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u2122</sup>":[42],"algorithm":[43],"that":[44,96],"is":[45],"based":[46],"on":[47,85],"dilated":[48],"causal":[49],"convolutions":[50],"and":[51,81],"has":[52],"over":[54],"95%":[55],"accuracy":[56],"for":[57],"fingerprinting":[58],"10,000":[59],"open":[60],"air":[61],"real-world":[62],"devices.":[63],"We":[64],"explore":[65],"core":[67],"elements":[68],"design":[71],"are":[72,97],"particularly":[73],"suited":[74],"pulling":[76],"out":[77],"generic":[78],"signal":[79],"features":[80],"shed":[82],"some":[83],"light":[84],"inner":[87],"workings":[88],"algorithms":[91],"by":[92],"exploring":[93],"transparent":[94],"aspects":[95],"inherently":[98],"explainable.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
