{"id":"https://openalex.org/W4400111192","doi":"https://doi.org/10.1109/taes.2024.3420256","title":"Attention-Mechanism-Based Anti-Jamming Detector With Generative Adversarial Training","display_name":"Attention-Mechanism-Based Anti-Jamming Detector With Generative Adversarial Training","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400111192","doi":"https://doi.org/10.1109/taes.2024.3420256"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2024.3420256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3420256","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","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":null,"display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0002-9099-6280"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Xidian University, Xi'an,, China"],"raw_orcid":"https://orcid.org/0000-0002-9099-6280","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an,, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091214066","display_name":"Bo Jiu","orcid":"https://orcid.org/0000-0001-5064-5702"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Jiu","raw_affiliation_strings":["Xidian University, Xi'an,, China"],"raw_orcid":"https://orcid.org/0000-0001-5064-5702","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an,, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101388390","display_name":"Yu Zhao","orcid":"https://orcid.org/0000-0003-3867-1128"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhao","raw_affiliation_strings":["Xidian University, Xi'an,, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an,, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411968","display_name":"Hongwei Liu","orcid":"https://orcid.org/0000-0003-4046-163X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Liu","raw_affiliation_strings":["Xidian University, Xi'an,, China"],"raw_orcid":"https://orcid.org/0000-0003-4046-163X","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an,, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078098754","display_name":"Junkun Yan","orcid":"https://orcid.org/0000-0002-3828-6812"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junkun Yan","raw_affiliation_strings":["Xidian University, Xi'an,, China"],"raw_orcid":"https://orcid.org/0000-0002-3828-6812","affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an,, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075507631","display_name":"Maria Greco","orcid":"https://orcid.org/0000-0002-3804-2949"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Sabrina Greco","raw_affiliation_strings":["University of Pisa, Pisa,, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3804-2949","affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa,, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3111,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55895745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"60","issue":"6","first_page":"7711","last_page":"7727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.8569999933242798,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.8569999933242798,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.796999990940094,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.7710999846458435,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7579268217086792},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.728819727897644},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6555591225624084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6357159614562988},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5485894083976746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5251612067222595},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4894498884677887},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16452589631080627},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11947542428970337}],"concepts":[{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.7579268217086792},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.728819727897644},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6555591225624084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6357159614562988},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5485894083976746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5251612067222595},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4894498884677887},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16452589631080627},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11947542428970337},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/taes.2024.3420256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3420256","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1344396","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1344396","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1214121328","display_name":null,"funder_award_id":"62192714","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3942017721","display_name":null,"funder_award_id":"XJSJ23133","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G42222459","display_name":null,"funder_award_id":"62201429","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4245713565","display_name":null,"funder_award_id":"QTZX22160","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4568079371","display_name":"\u9762\u5411\u76ee\u6807\u8ddf\u8e2a\u4efb\u52a1\u7684\u5f02\u6784\u65e0\u4eba\u96c6\u7fa4\u96f7\u8fbe\u534f\u540c\u8d44\u6e90\u4f18\u5316\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071345","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6330766392","display_name":null,"funder_award_id":"62101408","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1924676783","https://openalex.org/W2074254293","https://openalex.org/W2084129892","https://openalex.org/W2132830553","https://openalex.org/W2342815651","https://openalex.org/W2355401223","https://openalex.org/W2588926785","https://openalex.org/W2607037079","https://openalex.org/W2611650229","https://openalex.org/W2618530766","https://openalex.org/W2762017985","https://openalex.org/W2765811365","https://openalex.org/W2781846311","https://openalex.org/W2884561390","https://openalex.org/W2963446712","https://openalex.org/W2967917836","https://openalex.org/W2969931780","https://openalex.org/W3080423386","https://openalex.org/W3081284930","https://openalex.org/W3096641561","https://openalex.org/W3150932281","https://openalex.org/W3193348094","https://openalex.org/W3201918466","https://openalex.org/W4200499881","https://openalex.org/W4205947740","https://openalex.org/W4246193833","https://openalex.org/W4283695576","https://openalex.org/W4290617515","https://openalex.org/W4385245566","https://openalex.org/W6637242042","https://openalex.org/W6674330103","https://openalex.org/W6746693533","https://openalex.org/W6959587111"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Interrupted-sampling":[0],"repeater":[1],"jamming":[2,49,179],"with":[3,59,115,124],"convolution":[4],"kernel":[5],"modulation":[6],"based":[7],"on":[8,154,182,188],"digital":[9],"radio":[10],"frequency":[11,36],"memory":[12],"technology":[13],"usually":[14],"enters":[15],"from":[16],"the":[17,21,33,52,66,72,80,94,130,136,145,149,168,174,189,193,199,211,216,224,231,235],"main":[18],"lobe":[19],"of":[20,27,68,74,82,138,151,176,195,215,240],"radar":[22,83,125],"antenna,":[23],"exhibiting":[24],"high":[25],"levels":[26],"coherence":[28],"and":[29,35,47,71,99,132,178,192,209,243],"deception":[30],"in":[31,96,107,128,223,238],"both":[32,129],"time":[34,131],"domains.":[37,134],"Therefore,":[38,110],"it":[39],"is":[40,119,141,164,202,219],"difficult":[41],"for":[42,78],"traditional":[43],"radars":[44],"to":[45,57,104,143,147,172,204,221],"identify":[46],"suppress":[48],"while":[50],"retaining":[51],"target":[53,60,76,108,177],"signal,":[54],"potentially":[55],"leading":[56,103],"problems":[58],"detection.":[61,109],"In":[62],"recent":[63],"years,":[64],"since":[65],"introduction":[67],"deep":[69],"learning":[70],"implementation":[73],"end-to-end":[75,91],"detection":[77,183,241],"anti-jamming,":[79],"field":[81],"signal":[84],"processing":[85],"has":[86],"been":[87],"revolutionized.":[88],"However,":[89],"existing":[90],"detectors":[92],"encounters":[93],"limitations":[95],"information":[97,127,208],"utilization":[98],"handling":[100],"hard":[101,152],"samples,":[102],"performance":[105,156,242],"degradation":[106],"an":[111],"attention-mechanism-based":[112],"anti-jamming":[113],"detector":[114,233],"generative":[116,139],"adversarial":[117,140],"training":[118],"proposed,":[120],"which":[121,218],"works":[122],"directly":[123],"echo":[126],"time\u2013frequency":[133,206],"First,":[135],"conception":[137],"leveraged":[142],"model":[144],"framework":[146],"mitigate":[148],"impact":[150],"samples":[153],"network":[155,200],"by":[157,186],"confrontation":[158],"interaction.":[159],"The":[160],"sample":[161],"equalization":[162],"factor":[163],"then":[165],"introduced":[166],"into":[167],"cross-entropy":[169],"loss":[170],"function":[171],"alleviate":[173],"influence":[175],"overlap":[180],"rate":[181],"performance.":[184],"Finally,":[185],"drawing":[187],"attention":[190],"mechanism":[191],"idea":[194],"multiscale":[196],"feature":[197,212],"extraction,":[198],"structure":[201],"modified":[203],"introduce":[205],"domain":[207],"enhance":[210],"extraction":[213],"ability":[214],"detector,":[217],"insensitive":[220],"variations":[222],"jamming-to-signal":[225],"ratio.":[226],"Experimental":[227],"results":[228],"demonstrate":[229],"that":[230],"proposed":[232],"outperforms":[234],"state-of-the-art":[236],"methods":[237],"terms":[239],"robustness.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}