{"id":"https://openalex.org/W2746956234","doi":"https://doi.org/10.1109/giots.2017.8016272","title":"Physical layer authentication of Internet of Things wireless devices through permutation and dispersion entropy","display_name":"Physical layer authentication of Internet of Things wireless devices through permutation and dispersion entropy","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2746956234","doi":"https://doi.org/10.1109/giots.2017.8016272","mag":"2746956234"},"language":"en","primary_location":{"id":"doi:10.1109/giots.2017.8016272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/giots.2017.8016272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Global Internet of Things Summit (GIoTS)","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/A5006463391","display_name":"Gianmarco Baldini","orcid":"https://orcid.org/0000-0003-4830-1227"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gianmarco Baldini","raw_affiliation_strings":["European Commission, Joint Research Centre (JRC), Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059316164","display_name":"Raimondo Giuliani","orcid":"https://orcid.org/0000-0002-4997-0919"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raimondo Giuliani","raw_affiliation_strings":["European Commission, Joint Research Centre (JRC), Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001320617","display_name":"Gary Steri","orcid":"https://orcid.org/0000-0001-7698-1771"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gary Steri","raw_affiliation_strings":["European Commission, Joint Research Centre (JRC), Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084435647","display_name":"Ricardo Neisse","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ricardo Neisse","raw_affiliation_strings":["European Commission, Joint Research Centre (JRC), Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006463391"],"corresponding_institution_ids":["https://openalex.org/I4210118689"],"apc_list":null,"apc_paid":null,"fwci":3.5309,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94276686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T10244","display_name":"Chaos control and synchronization","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9664000272750854,"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":0.6788756847381592},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6103003621101379},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6081103086471558},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.5131934285163879},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41343367099761963},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36988526582717896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36611002683639526},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.352144330739975},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12622633576393127},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09742668271064758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6788756847381592},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6103003621101379},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6081103086471558},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.5131934285163879},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41343367099761963},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36988526582717896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36611002683639526},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.352144330739975},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12622633576393127},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09742668271064758},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/giots.2017.8016272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/giots.2017.8016272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Global Internet of Things Summit (GIoTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.jrc.ec.europa.eu:JRC105674","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/8016272/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401126","display_name":"Joint Research Centre (European Commission)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800387288","host_organization_name":"European Commission","host_organization_lineage":["https://openalex.org/I2800387288"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles in periodicals and books"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1874399837","https://openalex.org/W1977938340","https://openalex.org/W2014683958","https://openalex.org/W2034840140","https://openalex.org/W2161420492","https://openalex.org/W2172227025","https://openalex.org/W2317978897","https://openalex.org/W2333775360","https://openalex.org/W2507573093","https://openalex.org/W2515251591","https://openalex.org/W2963580435"],"related_works":["https://openalex.org/W2594778474","https://openalex.org/W2944183083","https://openalex.org/W2111375262","https://openalex.org/W3104453097","https://openalex.org/W2949607517","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W4308064861","https://openalex.org/W2038165453"],"abstract_inverted_index":{"The":[0,62],"concept":[1],"of":[2,28,51,81],"RF":[3,19,43],"fingerprinting":[4,20,44],"is":[5,70,91],"that":[6,95,105],"electronic":[7],"devices":[8,47,97],"can":[9,98],"be":[10,99],"identified":[11],"and":[12,59,104,108],"authenticated":[13],"through":[14],"their":[15],"radio":[16],"frequency":[17],"emissions.":[18],"has":[21],"been":[22],"applied":[23],"to":[24,45,72],"enhance":[25],"the":[26,49,82],"security":[27],"wireless":[29],"networks":[30],"based":[31,53],"on":[32,48],"WiFi":[33],"or":[34],"cellular":[35],"communication":[36],"standards.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41],"apply":[42],"IoT":[46,96],"basis":[50],"entropy":[52,58,107,110],"statistical":[54,74,116],"features":[55,69,75],"called":[56],"permutation":[57,106],"dispersion":[60,109],"entropy.":[61,78],"authentication":[63],"accuracy":[64,85,103,113],"obtained":[65,83],"using":[66],"these":[67],"two":[68],"compared":[71],"other":[73,115],"including":[76],"shannon":[77],"A":[79],"comparison":[80],"classification":[84],"with":[86,101],"different":[87],"machine":[88],"learning":[89],"algorithms":[90],"performed.":[92],"We":[93],"demonstrate":[94],"classified":[100],"great":[102],"provides":[111],"better":[112],"than":[114],"features.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2017-08-31T00:00:00"}
