{"id":"https://openalex.org/W2992573647","doi":"https://doi.org/10.1109/tnse.2019.2957323","title":"Convolution Based Feature Extraction for Edge Computing Access Authentication","display_name":"Convolution Based Feature Extraction for Edge Computing Access Authentication","publication_year":2019,"publication_date":"2019-12-03","ids":{"openalex":"https://openalex.org/W2992573647","doi":"https://doi.org/10.1109/tnse.2019.2957323","mag":"2992573647"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2019.2957323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2019.2957323","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Transactions on Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.uchile.cl/handle/2250/181611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042037822","display_name":"Feiyi Xie","orcid":"https://orcid.org/0000-0003-3256-2510"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feiyi Xie","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035607374","display_name":"Hong Wen","orcid":"https://orcid.org/0000-0002-0073-6101"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Wen","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029265765","display_name":"Jinsong Wu","orcid":"https://orcid.org/0000-0003-4720-5946"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jinsong Wu","raw_affiliation_strings":["Department of Electrical Engineering, Universidad de Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101686395","display_name":"Songlin Chen","orcid":"https://orcid.org/0000-0002-2504-5630"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songlin Chen","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102930564","display_name":"Wenjing Hou","orcid":"https://orcid.org/0000-0002-1186-2373"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Hou","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059085983","display_name":"Yixin Jiang","orcid":"https://orcid.org/0009-0000-3823-9875"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Jiang","raw_affiliation_strings":["China Southern Grid, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"China Southern Grid, Guangzhou, China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042037822"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.7341,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.89007242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"2336","last_page":"2346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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":1.0,"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/T10828","display_name":"Biometric Identification and Security","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8030146956443787},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7032291293144226},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6200980544090271},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5377004742622375},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5015602111816406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4954930543899536},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4843041002750397},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4720671474933624},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.46861061453819275},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4394480288028717},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4282737970352173},{"id":"https://openalex.org/keywords/advanced-encryption-standard","display_name":"Advanced Encryption Standard","score":0.4236887991428375},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.419596403837204},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4067627787590027},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3973187208175659},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3823831081390381},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19389009475708008},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1431451141834259},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08938956260681152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8030146956443787},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7032291293144226},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6200980544090271},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5377004742622375},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5015602111816406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4954930543899536},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4843041002750397},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4720671474933624},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.46861061453819275},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4394480288028717},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4282737970352173},{"id":"https://openalex.org/C94520183","wikidata":"https://www.wikidata.org/wiki/Q190746","display_name":"Advanced Encryption Standard","level":3,"score":0.4236887991428375},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.419596403837204},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4067627787590027},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3973187208175659},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3823831081390381},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19389009475708008},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1431451141834259},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08938956260681152},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnse.2019.2957323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2019.2957323","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Transactions on Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/181611","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/181611","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"pmh:oai:repositorio.uchile.cl:2250/181611","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/181611","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"Art\u00edculo de revista"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3640630424","display_name":null,"funder_award_id":"Fondecyt Regular 181809","funder_id":"https://openalex.org/F4320334812","funder_display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica"}],"funders":[{"id":"https://openalex.org/F4320334812","display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1965515427","https://openalex.org/W1968960382","https://openalex.org/W1973409888","https://openalex.org/W1983364832","https://openalex.org/W2006208855","https://openalex.org/W2007287631","https://openalex.org/W2009708702","https://openalex.org/W2096773124","https://openalex.org/W2115980457","https://openalex.org/W2116751005","https://openalex.org/W2116988482","https://openalex.org/W2123066648","https://openalex.org/W2147867351","https://openalex.org/W2164162938","https://openalex.org/W2249590530","https://openalex.org/W2262164403","https://openalex.org/W2328734010","https://openalex.org/W2416799949","https://openalex.org/W2525697743","https://openalex.org/W2532423614","https://openalex.org/W2768182340","https://openalex.org/W2775718962","https://openalex.org/W2776276349","https://openalex.org/W2783445536","https://openalex.org/W2794245731","https://openalex.org/W2794644251","https://openalex.org/W2809328398","https://openalex.org/W2892792029","https://openalex.org/W2899003284","https://openalex.org/W2901960819","https://openalex.org/W2906171730","https://openalex.org/W4233642475","https://openalex.org/W6643434155","https://openalex.org/W6746968004"],"related_works":["https://openalex.org/W2385743990","https://openalex.org/W2350176425","https://openalex.org/W1499266877","https://openalex.org/W2535398559","https://openalex.org/W2769334127","https://openalex.org/W4248712873","https://openalex.org/W2393941228","https://openalex.org/W3106115593","https://openalex.org/W2390312744","https://openalex.org/W4245233789"],"abstract_inverted_index":{"In":[0,74],"this":[1],"article,":[2],"a":[3,24,166],"convolutional":[4],"neural":[5,154],"network":[6],"(CNN)":[7],"enhanced":[8],"radio":[9],"frequency":[10],"fingerprinting":[11],"(RFF)":[12],"authentication":[13,26,69],"scheme":[14],"is":[15,23,89,114],"presented":[16],"for":[17,111],"Internet":[18,71],"of":[19,33,65,72,80,95,105,120,148,161],"things":[20],"(IoT).":[21],"RFF":[22],"non-cryptographic":[25],"technology,":[27],"identifies":[28],"devices":[29,55],"through":[30],"the":[31,34,44,63,66,75,78,93,103,118,136,145,153,175,181,191],"waveforms":[32],"RF":[35,41],"transient":[36],"signals":[37,42,113,121],"by":[38],"processing":[39],"received":[40],"on":[43,84],"edge":[45],"server,":[46],"which":[47],"places":[48],"no":[49],"cost":[50],"burden":[51],"to":[52,92,116,124],"low-end":[53],"(low-cost)":[54],"without":[56],"implementing":[57],"any":[58],"encryption":[59],"algorithm":[60,177],"and":[61,100,128,158],"meet":[62],"demands":[64],"real-time":[67],"access":[68],"in":[70,122,165,184,194],"things.":[73],"new":[76],"scheme,":[77],"feasibility":[79],"extracting":[81,96],"features":[82,97],"based":[83],"one-dimensional":[85],"(1D)":[86],"signal":[87,106,168],"convolution":[88,109],"discussed,":[90],"referring":[91],"method":[94],"from":[98],"CNN,":[99],"combining":[101],"with":[102,139],"characteristics":[104],"convolution.":[107],"A":[108],"kernel":[110],"1D":[112],"designed":[115],"extract":[117],"feature":[119],"order":[123],"reduce":[125],"training":[126,146,159,192],"time":[127,147,160,193],"ensure":[129],"classification":[130,182],"accuracy.":[131],"Therefore,":[132],"it":[133],"can":[134,178],"improve":[135,180],"accuracy":[137,157,183],"compared":[138],"these":[140],"traditional":[141],"algorithms,":[142],"while":[143,189],"saving":[144],"updating":[149],"parameters":[150],"repeatedly":[151],"as":[152],"network.":[155],"The":[156,171],"thealgorithm":[162],"are":[163],"verified":[164],"real":[167],"acquisition":[169],"system.":[170],"results":[172],"prove":[173],"that":[174],"novel":[176],"effectively":[179],"low":[185],"signal-to-noise":[186],"ratio":[187],"(SNR),":[188],"keeps":[190],"an":[195],"acceptable":[196],"range.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
