{"id":"https://openalex.org/W4379876621","doi":"https://doi.org/10.1109/plans53410.2023.10140124","title":"Jammer classification with Federated Learning","display_name":"Jammer classification with Federated Learning","publication_year":2023,"publication_date":"2023-04-24","ids":{"openalex":"https://openalex.org/W4379876621","doi":"https://doi.org/10.1109/plans53410.2023.10140124"},"language":"en","primary_location":{"id":"doi:10.1109/plans53410.2023.10140124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/plans53410.2023.10140124","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ION Position, Location and Navigation Symposium (PLANS)","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/A5101478680","display_name":"Peng Wu","orcid":"https://orcid.org/0000-0001-7117-3804"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Peng Wu","raw_affiliation_strings":["Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054519063","display_name":"Helena Calatrava","orcid":"https://orcid.org/0000-0001-8146-8411"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helena Calatrava","raw_affiliation_strings":["Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009495271","display_name":"Tales Imbiriba","orcid":"https://orcid.org/0000-0002-2626-2039"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tales Imbiriba","raw_affiliation_strings":["Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070127242","display_name":"Pau Closas","orcid":"https://orcid.org/0000-0002-5960-6600"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pau Closas","raw_affiliation_strings":["Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Dept. of Electrical & Computer Eng.,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101478680"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":2.7931,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92241101,"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":"228","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9957000017166138,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8280935883522034},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.7009285688400269},{"id":"https://openalex.org/keywords/gnss-applications","display_name":"GNSS applications","score":0.6865941882133484},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.6343400478363037},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4865238070487976},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4577462077140808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45541855692863464},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4183223247528076},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39310604333877563},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.3416779637336731},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20334407687187195},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15138062834739685}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8280935883522034},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.7009285688400269},{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.6865941882133484},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.6343400478363037},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4865238070487976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4577462077140808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45541855692863464},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4183223247528076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39310604333877563},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.3416779637336731},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20334407687187195},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15138062834739685},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/plans53410.2023.10140124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/plans53410.2023.10140124","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ION Position, Location and Navigation Symposium (PLANS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3698003013","display_name":null,"funder_award_id":"ECCS-1845833","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2204540794","https://openalex.org/W2346154054","https://openalex.org/W2403337468","https://openalex.org/W2523246573","https://openalex.org/W2613126854","https://openalex.org/W2766896899","https://openalex.org/W2774364937","https://openalex.org/W2774667684","https://openalex.org/W2858744812","https://openalex.org/W2955213239","https://openalex.org/W2972570881","https://openalex.org/W2980038621","https://openalex.org/W2981830252","https://openalex.org/W2984928703","https://openalex.org/W3003024390","https://openalex.org/W3009923424","https://openalex.org/W3021654819","https://openalex.org/W3038022836","https://openalex.org/W3043758338","https://openalex.org/W3045208353","https://openalex.org/W3182158470","https://openalex.org/W3212568851","https://openalex.org/W4318619660","https://openalex.org/W6727249380","https://openalex.org/W6728757088","https://openalex.org/W6737676337","https://openalex.org/W6759238902","https://openalex.org/W6765541894","https://openalex.org/W6767676916","https://openalex.org/W6769236559","https://openalex.org/W6769841518"],"related_works":["https://openalex.org/W2530685530","https://openalex.org/W2011227383","https://openalex.org/W4375868962","https://openalex.org/W2088854863","https://openalex.org/W1976719989","https://openalex.org/W2942893872","https://openalex.org/W2065606036","https://openalex.org/W3179495260","https://openalex.org/W3127543252","https://openalex.org/W2016904525"],"abstract_inverted_index":{"Jamming":[0],"signals":[1],"can":[2],"jeopardize":[3],"the":[4,61,82],"operation":[5],"of":[6,22,30,63,114,117,141],"GNSS":[7,120],"receivers":[8],"until":[9],"deying":[10],"its":[11],"operation.":[12],"Given":[13],"their":[14,43],"ubiquity,":[15],"jamming":[16,68],"mitigation":[17],"and":[18,79,144],"localization":[19],"techniques":[20],"are":[21,126],"crucial":[23],"importance,":[24],"for":[25,87],"which":[26],"jammer":[27,124],"classification":[28],"is":[29,108],"help.":[31],"Data-driven":[32],"models":[33],"have":[34],"been":[35],"proven":[36],"useful":[37],"in":[38],"detecting":[39],"these":[40],"threats,":[41],"while":[42],"training":[44,89],"using":[45],"crowdsourced":[46],"data":[47,56,96,142],"still":[48],"poses":[49],"challenges":[50],"when":[51],"it":[52],"comes":[53],"to":[54,66,100,132],"private":[55],"sharing.":[57],"This":[58,85],"article":[59],"investigates":[60],"use":[62],"federated":[64],"learning":[65],"train":[67],"signal":[69],"classifiers":[70],"locally":[71],"on":[72,110],"each":[73],"device,":[74],"with":[75,129],"model":[76],"updates":[77],"aggregated":[78],"averaged":[80],"at":[81],"central":[83],"server.":[84],"allows":[86],"privacy-preserving":[88,146],"procedures":[90],"that":[91,137],"do":[92],"not":[93],"require":[94],"centralized":[95,135],"storage":[97],"or":[98],"access":[99],"client":[101],"local":[102],"data.":[103],"The":[104],"used":[105],"framework":[106],"FedAvg":[107],"assessed":[109],"a":[111,133],"dataset":[112],"consisting":[113],"spectrogram":[115],"images":[116],"simulated":[118],"interfered":[119],"signal.":[121],"Six":[122],"different":[123],"types":[125],"effectively":[127],"classified":[128],"comparable":[130],"results":[131],"fully":[134],"solution":[136],"requires":[138],"vast":[139],"amounts":[140],"communication":[143],"involves":[145],"concerns.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}