{"id":"https://openalex.org/W7138928393","doi":"https://doi.org/10.1109/globecom59602.2025.11431804","title":"GAN-Powered UAV Covert Communication via Unsupervised Single-Channel Blind Source Separation","display_name":"GAN-Powered UAV Covert Communication via Unsupervised Single-Channel Blind Source Separation","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7138928393","doi":"https://doi.org/10.1109/globecom59602.2025.11431804"},"language":null,"primary_location":{"id":"doi:10.1109/globecom59602.2025.11431804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11431804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040901349","display_name":"Pengcheng Guo","orcid":"https://orcid.org/0009-0003-7891-8495"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengcheng Guo","raw_affiliation_strings":["National University of Defense Technology,State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, and is Also With the Sixty-Third Research Institute,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, and is Also With the Sixty-Third Research Institute,China","institution_ids":["https://openalex.org/I4210124847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130076372","display_name":"Haotong Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotong Cao","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,College of Telecommunications and Information Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,College of Telecommunications and Information Engineering,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130156253","display_name":"Zhi Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Lin","raw_affiliation_strings":["National University of Defense Technology,College of Electronic Engineering,Hefei,China,230037"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Electronic Engineering,Hefei,China,230037","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037695595","display_name":"Sherif Moussa","orcid":"https://orcid.org/0000-0002-9803-0405"},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sherif Moussa","raw_affiliation_strings":["Canadian University,School of Engineering, Applied Science &#x0026; Technology,Dubai,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canadian University,School of Engineering, Applied Science &#x0026; Technology,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I186129607"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73531755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5635","last_page":"5640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.46630001068115234,"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":0.46630001068115234,"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/T11133","display_name":"UAV Applications and Optimization","score":0.262800008058548,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10964","display_name":"Wireless Communication Security Techniques","score":0.03849999979138374,"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/covert","display_name":"Covert","score":0.7651000022888184},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7397000193595886},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.628000020980835},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4860000014305115},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4097999930381775},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.3871999979019165},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.37959998846054077}],"concepts":[{"id":"https://openalex.org/C2779338814","wikidata":"https://www.wikidata.org/wiki/Q5179285","display_name":"Covert","level":2,"score":0.7651000022888184},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7397000193595886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7121999859809875},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.628000020980835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5548999905586243},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4860000014305115},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4097999930381775},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.3871999979019165},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32350000739097595},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.29170000553131104},{"id":"https://openalex.org/C2776061190","wikidata":"https://www.wikidata.org/wiki/Q7451805","display_name":"Separation (statistics)","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2809000015258789},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.27790001034736633},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.27459999918937683},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.26460000872612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom59602.2025.11431804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11431804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1897081267","https://openalex.org/W2007529001","https://openalex.org/W2034255374","https://openalex.org/W2060861996","https://openalex.org/W2134158406","https://openalex.org/W2134295053","https://openalex.org/W2144359569","https://openalex.org/W2753053285","https://openalex.org/W2779432642","https://openalex.org/W2896420513","https://openalex.org/W2921353139","https://openalex.org/W2952218014","https://openalex.org/W2964289634","https://openalex.org/W3005950760","https://openalex.org/W3016116574","https://openalex.org/W3016244615","https://openalex.org/W3026815601","https://openalex.org/W3056919267","https://openalex.org/W3150071320","https://openalex.org/W3169567209","https://openalex.org/W4309159256","https://openalex.org/W4402978822"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,37,42,53,87],"parasitic":[4,28,98,116],"covert":[5,117],"communication":[6,15,80,94],"framework":[7],"for":[8],"unmanned":[9],"aerial":[10],"vehicle":[11],"(UAV),":[12],"which":[13,51,109],"embeds":[14],"signals":[16,26],"into":[17],"dynamically":[18],"adaptive":[19],"interference.":[20],"Legitimate":[21],"receivers":[22],"can":[23],"extract":[24],"target":[25],"from":[27,96],"interference,":[29],"while":[30,82],"the":[31,83,97,103],"eavesdropper":[32],"fails":[33],"to":[34,75,92,113],"accomplish.":[35],"In":[36],"single-channel":[38],"scenario,":[39],"we":[40],"propose":[41],"complex":[43],"dual-generator":[44,88],"unsupervised":[45],"blind":[46],"source":[47],"separation":[48,64],"(CDGUBSS)":[49],"method,":[50],"implements":[52],"novel":[54],"dual-phase":[55],"adversarial":[56,63,72],"architecture,":[57],"namely,":[58],"signal":[59,95],"pre-training":[60],"phase":[61,68],"and":[62],"phase.":[65],"The":[66],"former":[67],"employs":[69],"complex-valued":[70],"generative":[71],"networks":[73],"(GANs)":[74],"learn":[76],"latent":[77],"representations":[78],"of":[79,105],"signals,":[81],"latter":[84],"one":[85],"introduces":[86],"dynamic":[89],"learning":[90],"mechanism":[91],"separate":[93],"signals.":[99],"Extensive":[100],"experiments":[101],"demonstrate":[102],"superiority":[104],"our":[106],"proposed":[107],"scheme,":[108],"validate":[110],"its":[111],"capability":[112],"enable":[114],"robust":[115],"communication.":[118]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-03-20T00:00:00"}
