{"id":"https://openalex.org/W4400488061","doi":"https://doi.org/10.1109/tgcn.2024.3425792","title":"Federated Learning-Enabled Jamming Detection for Stochastic Terrestrial and Non-Terrestrial Networks","display_name":"Federated Learning-Enabled Jamming Detection for Stochastic Terrestrial and Non-Terrestrial Networks","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400488061","doi":"https://doi.org/10.1109/tgcn.2024.3425792"},"language":"en","primary_location":{"id":"doi:10.1109/tgcn.2024.3425792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2024.3425792","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Green Communications and Networking","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/A5006123600","display_name":"Aida Meftah","orcid":"https://orcid.org/0000-0001-5776-9900"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aida Meftah","raw_affiliation_strings":["Department of Electrical Engineering, École de technologie supérieure, Université du Québec, Montreal, QC, Canada","Department of Electrical Engineering, École de technologie supérieure (ÉTS), Université du Québec, Montréal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5776-9900","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, École de technologie supérieure, Université du Québec, Montreal, QC, Canada","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, École de technologie supérieure (ÉTS), Université du Québec, Montréal, QC, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026023278","display_name":"Tri Nhu","orcid":"https://orcid.org/0000-0002-9857-6723"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tri Nhu Do","raw_affiliation_strings":["Department of Electrical Engineering, Polytechnique Montréal, Montreal, QC, Canada","Dept. of Electrical Engineering, Polytechnique Montréal, Canada"],"raw_orcid":"https://orcid.org/0000-0002-9857-6723","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Polytechnique Montréal, Montreal, QC, Canada","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, Polytechnique Montréal, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032243366","display_name":"Georges Kaddoum","orcid":"https://orcid.org/0000-0002-5025-6624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Georges Kaddoum","raw_affiliation_strings":["Department of Electrical Engineering, École de technologie supérieure, Université du Québec, Montreal, QC, Canada","Department of Electrical Engineering, École de technologie supérieure (ÉTS), Université du Québec, Montréal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5025-6624","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, École de technologie supérieure, Université du Québec, Montreal, QC, Canada","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, École de technologie supérieure (ÉTS), Université du Québec, Montréal, QC, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091698581","display_name":"Chamseddine Talhi","orcid":"https://orcid.org/0000-0003-2264-8265"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chamseddine Talhi","raw_affiliation_strings":["Department of Electrical Engineering, École de technologie supérieure, Université du Québec, Montreal, QC, Canada","Department of Electrical Engineering, École de technologie supérieure (ÉTS), Université du Québec, Montréal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2264-8265","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, École de technologie supérieure, Université du Québec, Montreal, QC, Canada","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, École de technologie supérieure (ÉTS), Université du Québec, Montréal, QC, Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1137,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77429935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"1","first_page":"271","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9955999851226807,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9740999937057495,"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/jamming","display_name":"Jamming","score":0.5695033669471741},{"id":"https://openalex.org/keywords/terrestrial-plant","display_name":"Terrestrial plant","score":0.5594343543052673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5354205965995789},{"id":"https://openalex.org/keywords/terrestrial-ecosystem","display_name":"Terrestrial ecosystem","score":0.41451531648635864},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1221255362033844},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11175569891929626},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08260592818260193},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.07543718814849854}],"concepts":[{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.5695033669471741},{"id":"https://openalex.org/C12949176","wikidata":"https://www.wikidata.org/wiki/Q4671452","display_name":"Terrestrial plant","level":2,"score":0.5594343543052673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5354205965995789},{"id":"https://openalex.org/C65680412","wikidata":"https://www.wikidata.org/wiki/Q3718755","display_name":"Terrestrial ecosystem","level":3,"score":0.41451531648635864},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1221255362033844},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11175569891929626},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08260592818260193},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.07543718814849854},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tgcn.2024.3425792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2024.3425792","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Green Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:espace2.etsmtl.ca:29089","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/29089/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"},{"id":"pmh:oai:publications.polymtl.ca:58774","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/58774/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article de revue"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W126266486","https://openalex.org/W1870095932","https://openalex.org/W2011487317","https://openalex.org/W2111184007","https://openalex.org/W2148135143","https://openalex.org/W2153504150","https://openalex.org/W2538491138","https://openalex.org/W2901616115","https://openalex.org/W2913532431","https://openalex.org/W2936845163","https://openalex.org/W2940986827","https://openalex.org/W2980204168","https://openalex.org/W3040204705","https://openalex.org/W3128595183","https://openalex.org/W3206900642","https://openalex.org/W4210885984","https://openalex.org/W4210944412","https://openalex.org/W4283274249","https://openalex.org/W4296338520","https://openalex.org/W4312351164","https://openalex.org/W4312806673","https://openalex.org/W4313555038","https://openalex.org/W4315926606","https://openalex.org/W4320031080","https://openalex.org/W4323520903","https://openalex.org/W4367359360","https://openalex.org/W4367663204","https://openalex.org/W4385627210","https://openalex.org/W6602895315","https://openalex.org/W6728757088","https://openalex.org/W6759238902","https://openalex.org/W6766404310","https://openalex.org/W6856784109"],"related_works":["https://openalex.org/W2058177280","https://openalex.org/W1986790791","https://openalex.org/W2058172544","https://openalex.org/W3193665108","https://openalex.org/W2385785921","https://openalex.org/W3128106446","https://openalex.org/W2804302678","https://openalex.org/W2599747470","https://openalex.org/W2126583080","https://openalex.org/W4232336027"],"abstract_inverted_index":{"ABSTRACT:":[0],"In":[1],"this":[2],"paper,":[3],"we":[4],"present":[5],"a":[6,141],"novel":[7],"federated":[8],"learning":[9],"(FL)":[10],"algorithm,":[11],"named":[12],"Aggregated":[13],"and":[14,25,38,65,105,129],"Augmented":[15],"Training":[16],"Federated":[17],"(AAT-Fed),":[18],"tailored":[19],"for":[20,77],"stochastic,":[21],"distributed,":[22],"tactical":[23,98],"terrestrial":[24],"non-terrestrial":[26],"(SDT-TNT)":[27],"network":[28,34,112],"environments.":[29],"Focusing":[30],"on":[31],"an":[32],"SDT-TNT":[33],"with":[35],"multiple":[36],"clusters":[37],"potential":[39],"unknown":[40],"jammers,":[41],"our":[42,72],"approach":[43],"addresses":[44],"jammer":[45,78],"detection":[46,79,118,139],"through":[47],"convolutional":[48],"variational":[49],"autoencoders":[50],"(C-VAEs)":[51],"within":[52],"the":[53,57,63,81,87,93,97,106],"FL":[54,128],"framework.":[55],"Leveraging":[56],"spectral":[58],"correlation":[59],"function":[60],"(SCF)":[61],"of":[62,69,83,96],"in-phase":[64],"quadrature":[66],"(I/Q)":[67],"representation":[68],"received":[70],"signals,":[71],"method":[73],"extracts":[74],"discriminating":[75],"features":[76],"in":[80,108,135],"absence":[82],"prior":[84],"knowledge":[85],"about":[86],"jammers.":[88],"AAT-Fed":[89],"excels":[90],"at":[91,140],"managing":[92],"unique":[94],"characteristics":[95],"TNT":[99],"network,":[100],"considering":[101],"its":[102,133],"stochastic":[103],"nature":[104],"heterogeneity":[107],"data":[109],"distribution":[110],"between":[111],"cells,":[113],"leading":[114],"to":[115],"enhanced":[116],"jamming":[117,138],"accuracy.":[119],"Comparative":[120],"simulation":[121],"results":[122],"demonstrate":[123],"AAT-Fed\u2019s":[124],"superior":[125],"performance":[126],"over":[127],"non-FL":[130],"approaches,":[131],"showcasing":[132],"effectiveness":[134],"providing":[136],"accurate":[137],"low":[142],"jamming-to-noise":[143],"ratio.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}