{"id":"https://openalex.org/W4406657792","doi":"https://doi.org/10.1109/jiot.2025.3532333","title":"Data-Knowledge-Driven Method for AAV Swarm Communication Interference Recognition","display_name":"Data-Knowledge-Driven Method for AAV Swarm Communication Interference Recognition","publication_year":2025,"publication_date":"2025-01-21","ids":{"openalex":"https://openalex.org/W4406657792","doi":"https://doi.org/10.1109/jiot.2025.3532333"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3532333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3532333","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5100752983","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0002-2940-3001"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-2940-3001","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025437779","display_name":"Aiping Li","orcid":"https://orcid.org/0009-0001-2378-5352"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiping Li","raw_affiliation_strings":["School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0001-2378-5352","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064942163","display_name":"Anyi Wang","orcid":"https://orcid.org/0000-0002-5211-8938"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anyi Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-5211-8938","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073179637","display_name":"Yanjing Sun","orcid":"https://orcid.org/0000-0002-1389-3958"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjing Sun","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","Song Li with the School of Information and Control Engineering, China University of Mining and Technology, Yanjing Sun, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1389-3958","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"Song Li with the School of Information and Control Engineering, China University of Mining and Technology, Yanjing Sun, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100448193","display_name":"Song Li","orcid":"https://orcid.org/0000-0002-3018-3958"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Li","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","Song Li with the School of Information and Control Engineering, China University of Mining and Technology, Yanjing Sun, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3018-3958","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"Song Li with the School of Information and Control Engineering, China University of Mining and Technology, Yanjing Sun, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.7251,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95046276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":"21","first_page":"43978","last_page":"43990"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9970999956130981,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9767000079154968,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9609000086784363,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7971367239952087},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6366394758224487},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.42688941955566406},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.42322683334350586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3629932701587677},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31939685344696045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7971367239952087},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6366394758224487},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.42688941955566406},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.42322683334350586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3629932701587677},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31939685344696045},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3532333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3532333","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3328651022","display_name":null,"funder_award_id":"62471384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3579604313","display_name":null,"funder_award_id":"62471385","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8965635672","display_name":null,"funder_award_id":"U19B2015","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1600744878","https://openalex.org/W2021613746","https://openalex.org/W2165189186","https://openalex.org/W2170778725","https://openalex.org/W2171998198","https://openalex.org/W2194775991","https://openalex.org/W2591951844","https://openalex.org/W2626687354","https://openalex.org/W3000943722","https://openalex.org/W3018955550","https://openalex.org/W3032977069","https://openalex.org/W3085631338","https://openalex.org/W3094399866","https://openalex.org/W3128516607","https://openalex.org/W3134999621","https://openalex.org/W3162219971","https://openalex.org/W3209457294","https://openalex.org/W4226366749","https://openalex.org/W4294811383","https://openalex.org/W4319341854","https://openalex.org/W4320018370","https://openalex.org/W4321021199","https://openalex.org/W4327522867","https://openalex.org/W4367016665","https://openalex.org/W4375929011","https://openalex.org/W4376481309","https://openalex.org/W4385627210","https://openalex.org/W4386078135","https://openalex.org/W4386495285","https://openalex.org/W4387623697","https://openalex.org/W4389495275","https://openalex.org/W4389664966","https://openalex.org/W4390284853","https://openalex.org/W4390285034","https://openalex.org/W4390423581","https://openalex.org/W4391407019","https://openalex.org/W4396817529","https://openalex.org/W4399619729","https://openalex.org/W4400409706","https://openalex.org/W4403279499"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2170656329","https://openalex.org/W3131977017","https://openalex.org/W3205823858"],"abstract_inverted_index":{"Achieving":[0],"high-precision":[1],"interference":[2,35,66,79,104,108,155,165],"recognition":[3,36,45,80,109,156,162],"for":[4,19,38,100],"autonomous":[5],"aerial":[6],"vehicle":[7],"(AAV)":[8],"swarm":[9,30,40,102,153],"communications":[10],"in":[11,81,176],"complex":[12,177],"electromagnetic":[13,85],"environments":[14,86],"is":[15,117],"of":[16,28,54,64,78,164],"great":[17],"significance":[18],"developing":[20],"efficient":[21],"anti-interference":[22],"schemes":[23],"and":[24,58,75,128,143],"improving":[25],"the":[26,65,125,150,161],"security":[27],"AAV":[29,39,101,152],"communication.":[31],"Although":[32],"deep":[33,120],"learning-based":[34],"methods":[37],"communication":[41,103,154],"can":[42],"achieve":[43],"good":[44,174],"performance,":[46],"they":[47],"usually":[48],"rely":[49],"on":[50,124,133],"a":[51,61,97,113],"large":[52],"number":[53],"high-quality":[55],"labeled":[56],"samples":[57],"only":[59,159],"consider":[60],"single":[62],"representation":[63],"signal":[67],"as":[68],"input.":[69],"This":[70],"leads":[71],"to":[72],"low":[73],"accuracy":[74,163],"poor":[76],"robustness":[77,175],"scenarios":[82],"with":[83,112],"changing":[84],"or":[87],"insufficient":[88],"samples.":[89],"To":[90],"address":[91],"these":[92,168],"issues,":[93],"this":[94],"article":[95],"proposes":[96],"data-knowledge-driven":[98],"method":[99,157],"recognition.":[105],"A":[106],"dual-input":[107],"network":[110],"(DIRNet)":[111],"few":[114],"model":[115],"parameters":[116],"designed,":[118],"incorporating":[119],"features":[121,130],"extracted":[122],"based":[123,132],"data-driven":[126],"approach":[127],"manual":[129],"designed":[131],"expert":[134],"knowledge.":[135],"Simulation":[136],"experiments":[137],"are":[138],"conducted":[139],"under":[140,167],"sufficient-sample,":[141],"cross-environment,":[142],"insufficient-sample":[144],"scenarios.":[145],"The":[146],"results":[147],"demonstrate":[148],"that":[149],"proposed":[151],"not":[158],"improves":[160],"signals":[166],"conditions.":[169],"Moreover,":[170],"it":[171],"also":[172],"shows":[173],"dynamic":[178],"environments.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-02-18T06:20:13.636215","created_date":"2025-10-10T00:00:00"}