{"id":"https://openalex.org/W4401508727","doi":"https://doi.org/10.1109/meditcom61057.2024.10621220","title":"Deep Learning-based Channel Prediction for Wireless Physical Layer Security","display_name":"Deep Learning-based Channel Prediction for Wireless Physical Layer Security","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4401508727","doi":"https://doi.org/10.1109/meditcom61057.2024.10621220"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom61057.2024.10621220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom61057.2024.10621220","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","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/A5035578917","display_name":"Jo\u00e3o Martins","orcid":"https://orcid.org/0000-0002-9358-9509"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Martins","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024523893","display_name":"Marco Gomes","orcid":"https://orcid.org/0000-0003-1124-525X"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Marco Gomes","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100761448","display_name":"V\u00edtor Silva","orcid":"https://orcid.org/0000-0003-2439-1184"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Vitor Silva","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034724801","display_name":"Rui Dinis","orcid":"https://orcid.org/0000-0002-8520-7267"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Dinis","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es,Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035578917"],"corresponding_institution_ids":["https://openalex.org/I4210120471"],"apc_list":null,"apc_paid":null,"fwci":1.2917,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83296791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"114","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9988999962806702,"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":0.9904000163078308,"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/physical-layer","display_name":"Physical layer","score":0.6865676641464233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6734985709190369},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5504391193389893},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5193827748298645},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4871756434440613},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4453512132167816},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3694099187850952},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34862780570983887},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16930913925170898},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.13227960467338562},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.06317088007926941}],"concepts":[{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.6865676641464233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734985709190369},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5504391193389893},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5193827748298645},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4871756434440613},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4453512132167816},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3694099187850952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34862780570983887},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16930913925170898},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.13227960467338562},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.06317088007926941}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meditcom61057.2024.10621220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom61057.2024.10621220","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2014447384","https://openalex.org/W2033326122","https://openalex.org/W2157331557","https://openalex.org/W2158698691","https://openalex.org/W2344173564","https://openalex.org/W2431890594","https://openalex.org/W2895966359","https://openalex.org/W2960246799","https://openalex.org/W2963889719","https://openalex.org/W2969304542","https://openalex.org/W3000769608","https://openalex.org/W3004784061","https://openalex.org/W3013008552","https://openalex.org/W3089389858","https://openalex.org/W3112379500","https://openalex.org/W3121047872","https://openalex.org/W3132517742","https://openalex.org/W3158898476","https://openalex.org/W3161594686","https://openalex.org/W3192787793","https://openalex.org/W4285230759","https://openalex.org/W4295312788","https://openalex.org/W4321609174","https://openalex.org/W4390075405","https://openalex.org/W4391547833","https://openalex.org/W6631190155","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4286787716","https://openalex.org/W3035129152","https://openalex.org/W3089263585","https://openalex.org/W4287854872","https://openalex.org/W2460691506","https://openalex.org/W2145133125","https://openalex.org/W3034055398","https://openalex.org/W1976985527","https://openalex.org/W2097655658","https://openalex.org/W2908230797"],"abstract_inverted_index":{"Future":[0],"sixth-generation":[1],"(6G)":[2],"communication":[3],"systems":[4],"requirements":[5],"highlight":[6],"wireless":[7,48,102,156],"security":[8,18,153],"as":[9,22,95],"one":[10,23],"of":[11,30,122],"the":[12,28,75,87,101,120],"most":[13],"sensitive":[14],"challenges,":[15],"with":[16,52,147],"physical-layer":[17],"(PLS)":[19],"being":[20],"considered":[21],"key":[24],"candidate":[25],"technology.":[26],"Regarding":[27],"necessity":[29],"reliable":[31],"and":[32,81,99,124,144],"up-to-date":[33],"channel":[34,66,79,103,126],"state":[35],"information":[36],"(CSI)":[37],"Deep":[38],"Learning":[39],"(DL)":[40],"algorithms":[41],"have":[42],"led":[43],"to":[44,59,104,137,151],"enormous":[45],"breakthroughs":[46],"in":[47,78,155],"communications,":[49],"more":[50],"precisely,":[51],"Recurrent":[53],"Neural":[54],"Networks":[55],"(RNN)":[56],"approaches":[57],"aiming":[58],"provide":[60],"improved":[61],"network":[62,106],"performances.":[63],"For":[64],"that,":[65],"prediction":[67],"can":[68],"be":[69],"an":[70,96],"effective":[71],"strategy":[72],"for":[73,128],"acquiring":[74],"CSI":[76,89],"even":[77],"aging":[80],"mobility":[82],"scenarios.":[83],"Therefore,":[84],"based":[85],"on":[86],"predicted":[88],"parameters,":[90],"we":[91],"propose":[92],"using":[93],"them":[94,146],"authentication":[97,149],"mechanism":[98],"tracking":[100],"prevent":[105],"attacks":[107],"from":[108],"impersonating":[109],"legitimate":[110],"users\u2019":[111],"communication.":[112],"Our":[113],"accuracy":[114],"results":[115],"show":[116],"that":[117],"by":[118],"monitoring":[119],"evolution":[121],"predictions":[123],"estimated":[125],"samples":[127],"different":[129],"signal-to-noise":[130],"ratios":[131],"(SNR),":[132],"it":[133],"is":[134],"statistically":[135],"possible":[136],"detect":[138],"illegitimate":[139],"spoofing":[140],"signals,":[141],"through":[142],"alarms,":[143],"complement":[145],"upper-layer":[148],"protocols":[150],"improve":[152],"performance":[154],"networks.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
