{"id":"https://openalex.org/W4207018936","doi":"https://doi.org/10.1109/gcwkshps52748.2021.9682024","title":"Comprehensive RF Dataset Collection and Release: A Deep Learning-Based Device Fingerprinting Use Case","display_name":"Comprehensive RF Dataset Collection and Release: A Deep Learning-Based Device Fingerprinting Use Case","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4207018936","doi":"https://doi.org/10.1109/gcwkshps52748.2021.9682024"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps52748.2021.9682024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps52748.2021.9682024","pdf_url":null,"source":{"id":"https://openalex.org/S4363605397","display_name":"2021 IEEE Globecom Workshops (GC Wkshps)","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 IEEE Globecom Workshops (GC Wkshps)","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/A5045271717","display_name":"Abdurrahman Elmaghbub","orcid":"https://orcid.org/0000-0003-3704-6056"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Abdurrahman Elmaghbub","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Oregon State University"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020197513","display_name":"Bechir Hamdaoui","orcid":"https://orcid.org/0000-0002-6085-4505"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bechir Hamdaoui","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Oregon State University"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University","institution_ids":["https://openalex.org/I131249849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045271717"],"corresponding_institution_ids":["https://openalex.org/I131249849"],"apc_list":null,"apc_paid":null,"fwci":1.6509,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8743649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9991999864578247,"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":0.9991999864578247,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.7693294286727905},{"id":"https://openalex.org/keywords/universal-software-radio-peripheral","display_name":"Universal Software Radio Peripheral","score":0.5467029213905334},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5313435792922974},{"id":"https://openalex.org/keywords/software-defined-radio","display_name":"Software-defined radio","score":0.46851110458374023},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.42998185753822327},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38846874237060547},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3575156033039093},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1802186369895935},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16286054253578186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7693294286727905},{"id":"https://openalex.org/C192220659","wikidata":"https://www.wikidata.org/wiki/Q1245659","display_name":"Universal Software Radio Peripheral","level":3,"score":0.5467029213905334},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5313435792922974},{"id":"https://openalex.org/C171115542","wikidata":"https://www.wikidata.org/wiki/Q1331892","display_name":"Software-defined radio","level":2,"score":0.46851110458374023},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.42998185753822327},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38846874237060547},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3575156033039093},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1802186369895935},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16286054253578186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshps52748.2021.9682024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps52748.2021.9682024","pdf_url":null,"source":{"id":"https://openalex.org/S4363605397","display_name":"2021 IEEE Globecom Workshops (GC Wkshps)","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 IEEE Globecom Workshops (GC Wkshps)","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":17,"referenced_works":["https://openalex.org/W2119012490","https://openalex.org/W2132385299","https://openalex.org/W2791401550","https://openalex.org/W2892034807","https://openalex.org/W2903139904","https://openalex.org/W2942980490","https://openalex.org/W2981455641","https://openalex.org/W3019713616","https://openalex.org/W3047279638","https://openalex.org/W3104381518","https://openalex.org/W3130093686","https://openalex.org/W3206629225","https://openalex.org/W4287748542","https://openalex.org/W6679611767","https://openalex.org/W6755360239","https://openalex.org/W6776690013","https://openalex.org/W6780267038"],"related_works":["https://openalex.org/W4251089492","https://openalex.org/W2993899695","https://openalex.org/W2540432762","https://openalex.org/W2886621694","https://openalex.org/W2127011572","https://openalex.org/W1622326982","https://openalex.org/W2354005007","https://openalex.org/W208897493","https://openalex.org/W117117353","https://openalex.org/W2048387591"],"abstract_inverted_index":{"Deep":[0],"learning-based":[1],"RF":[2,38,56,68],"fingerprinting":[3,57,69],"has":[4],"recently":[5],"been":[6],"recognized":[7],"as":[8,20,131],"a":[9,66,87,111],"potential":[10],"solution":[11],"tor":[12],"enabling":[13],"newly":[14,54],"emerging":[15],"wireless":[16],"network":[17,26,31,126,165],"applications,":[18],"such":[19,130],"spectrum":[21],"access":[22,32],"policy":[23],"enforcement,":[24],"automated":[25],"device":[27],"authentication,":[28],"and":[29,34,51,100,121,124,128,137,154,161],"unauthorized":[30],"monitoring":[33],"control.":[35],"Real,":[36],"comprehensive":[37,112],"datasets":[39],"are":[40],"now":[41],"needed":[42],"more":[43],"than":[44],"ever":[45],"to":[46],"enable":[47],"the":[48,96,132,135,138,140,143,147,151,155,163],"study,":[49],"assessment,":[50],"validation":[52],"of":[53,86,90,105,114,142,150],"developed":[55],"approaches.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"present":[63],"nod":[64],"release":[65],"large-scale":[67],"dataset,":[70],"collected":[71],"from":[72],"25":[73],"different":[74],"LoRa-enabled":[75],"IoT":[76],"transmitting":[77],"devices":[78],"using":[79],"USRP":[80],"B210":[81],"receivers.":[82],"Our":[83],"dataset":[84,109],"consists":[85],"large":[88],"number":[89],"SigMF-":[91],"compliant":[92],"binary":[93],"files":[94,104],"representing":[95],"I/Q":[97],"time-domain":[98],"samples":[99],"their":[101],"corresponding":[102],"FFT-based":[103],"LoRa":[106,145],"transmissions.":[107],"This":[108],"provides":[110],"set":[113],"essential":[115],"experimental":[116],"scenarios,":[117],"considering":[118],"both":[119],"indoor":[120],"outdoor":[122],"environments":[123],"various":[125],"deployments":[127],"configurations,":[129],"distance":[133],"between":[134],"transmitters":[136],"receiver,":[139],"configuration":[141],"considered":[144],"modulation,":[146],"physical":[148],"location":[149],"conducted":[152],"experiment,":[153],"receiver":[156],"hardware":[157],"used":[158],"for":[159],"training":[160],"testing":[162],"neural":[164],"models.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}