{"id":"https://openalex.org/W4389428725","doi":"https://doi.org/10.1109/tifs.2023.3340090","title":"Multi-User Physical Layer Authentication Based on CSI Using ResNet in Mobile IIoT","display_name":"Multi-User Physical Layer Authentication Based on CSI Using ResNet in Mobile IIoT","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4389428725","doi":"https://doi.org/10.1109/tifs.2023.3340090"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2023.3340090","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3340090","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5113278334","display_name":"Tao Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Jing","raw_affiliation_strings":["School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109737314","display_name":"Hongyan Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyan Huang","raw_affiliation_strings":["School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019590395","display_name":"Qinghe Gao","orcid":"https://orcid.org/0000-0002-4397-9154"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghe Gao","raw_affiliation_strings":["School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4397-9154","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080252016","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0002-4367-1264"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Wu","raw_affiliation_strings":["School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049709192","display_name":"Yan Huo","orcid":"https://orcid.org/0000-0003-0647-1009"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Huo","raw_affiliation_strings":["School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0647-1009","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434945","display_name":"Yawei Wang","orcid":"https://orcid.org/0000-0003-3883-9621"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yawei Wang","raw_affiliation_strings":["AWS Bedrock, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AWS Bedrock, Santa Clara, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7105,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.96726653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"19","issue":null,"first_page":"1896","last_page":"1907"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9416000247001648,"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":0.9416000247001648,"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":0.9412000179290771,"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":0.8626549243927002},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.600560188293457},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.5377118587493896},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5336647033691406},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32250893115997314},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.18604636192321777},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12731727957725525},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0850701630115509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8626549243927002},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.600560188293457},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.5377118587493896},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5336647033691406},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32250893115997314},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.18604636192321777},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12731727957725525},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0850701630115509}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2023.3340090","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3340090","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3895700909","display_name":null,"funder_award_id":"62202035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4412487406","display_name":null,"funder_award_id":"2022JBGP000","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6818647588","display_name":"\u9762\u5411\u672a\u6765\u79fb\u52a8\u901a\u4fe1\u7684\u4f4e\u529f\u8017\u5b89\u5168\u667a\u6167\u7269\u8054\u7f51\u7cfb\u7edf\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61931001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W37871253","https://openalex.org/W1971066773","https://openalex.org/W2097117768","https://openalex.org/W2154170045","https://openalex.org/W2194775991","https://openalex.org/W2314565273","https://openalex.org/W2344173564","https://openalex.org/W2617450959","https://openalex.org/W2887906137","https://openalex.org/W2896976355","https://openalex.org/W2953526560","https://openalex.org/W2957915633","https://openalex.org/W2964138953","https://openalex.org/W2968199242","https://openalex.org/W2970787329","https://openalex.org/W2971805149","https://openalex.org/W2980878040","https://openalex.org/W2981735416","https://openalex.org/W2993581794","https://openalex.org/W2995099986","https://openalex.org/W2998948997","https://openalex.org/W3001072634","https://openalex.org/W3033393151","https://openalex.org/W3094247147","https://openalex.org/W3101283490","https://openalex.org/W3110641849","https://openalex.org/W3119093570","https://openalex.org/W3120254830","https://openalex.org/W3123476713","https://openalex.org/W3126343558","https://openalex.org/W3126521334","https://openalex.org/W3127329908","https://openalex.org/W3135806021","https://openalex.org/W3136372906","https://openalex.org/W3168536092","https://openalex.org/W3169145428","https://openalex.org/W3207020621","https://openalex.org/W4205533812","https://openalex.org/W4207064822","https://openalex.org/W4286914341","https://openalex.org/W4290996499","https://openalex.org/W4313594421","https://openalex.org/W6801655670"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"In":[0],"the":[1,4,16,35,93,121,142,154,174,190,201],"context":[2],"of":[3,7,20,30,37,97,109,176],"industrial":[5,197],"Internet":[6],"Things":[8],"(IIoT),":[9],"communication":[10],"devices":[11,99],"are":[12,186],"typically":[13],"mobile,":[14],"increasing":[15],"complexity":[17],"and":[18,76,117,135,148,183],"diversity":[19],"channels":[21],"due":[22],"to":[23,49,84,105,188],"metal":[24],"device":[25],"occlusion.":[26],"A":[27],"crucial":[28],"aspect":[29],"this":[31,51],"intricate":[32],"environment":[33],"is":[34,52,57,70,219],"development":[36],"an":[38],"authentication":[39,86,96,126,164,171,191,202,210],"scheme":[40,203],"based":[41,128,165,204],"on":[42,129,166,195,205],"physical":[43,62,94,162],"layer":[44,63,95,163],"channel":[45,73,107],"characteristics.":[46],"One":[47],"approach":[48],"achieving":[50],"through":[53],"deep":[54],"learning,":[55],"which":[56,218],"a":[58,67,78],"hot":[59],"topic":[60],"in":[61,100,212],"authentication.":[64],"However,":[65],"designing":[66],"network":[68,122,138,177],"that":[69,82,160,200],"suitable":[71],"for":[72],"classification":[74,130],"tasks":[75],"establishing":[77],"reasonable":[79],"training":[80,155],"procedure":[81],"leads":[83],"high":[85],"accuracy":[87,134,172,211],"can":[88,168,207],"be":[89],"challenging.":[90],"To":[91,132],"address":[92],"mobile":[98],"IIoT,":[101],"we":[102,140],"implement":[103],"ResNet":[104,167],"extract":[106],"features":[108],"Channel":[110],"State":[111],"Information":[112],"(CSI)":[113],"from":[114],"different":[115],"transmitters":[116],"classify":[118],"them":[119],"at":[120],"output":[123],"layer,":[124],"enabling":[125],"decisions":[127],"results.":[131],"improve":[133,189],"speed":[136],"up":[137],"convergence,":[139],"utilize":[141],"exponentially":[143],"averaging":[144],"data":[145,181],"augmentation":[146,182],"algorithm":[147],"parameter-based":[149],"transfer":[150,184],"learning":[151,185],"strategy":[152],"during":[153],"procedure.":[156],"Simulation":[157],"results":[158,194],"demonstrate":[159],"multi-user":[161],"achieve":[169,208],"higher":[170,221],"as":[173],"number":[175],"layers":[178],"increases.":[179],"The":[180],"proved":[187],"accuracy.":[192],"Numerical":[193],"NIST":[196],"datasets":[198],"reveal":[199],"ResNet50":[206],"99.64%":[209],"scenarios":[213],"with":[214],"four":[215],"users":[216],"present,":[217],"32.68%":[220],"than":[222],"existing":[223],"algorithm.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
