{"id":"https://openalex.org/W4360996829","doi":"https://doi.org/10.1109/icct56141.2022.10072515","title":"UAV Swarm Type Recognition Algorithm Based on Dual-Domain Fusion Features and Feature Selection","display_name":"UAV Swarm Type Recognition Algorithm Based on Dual-Domain Fusion Features and Feature Selection","publication_year":2022,"publication_date":"2022-11-11","ids":{"openalex":"https://openalex.org/W4360996829","doi":"https://doi.org/10.1109/icct56141.2022.10072515"},"language":"en","primary_location":{"id":"doi:10.1109/icct56141.2022.10072515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct56141.2022.10072515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 22nd International Conference on Communication Technology (ICCT)","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/A5055402306","display_name":"Shuheng Zhang","orcid":"https://orcid.org/0000-0001-5277-249X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuheng Zhang","raw_affiliation_strings":["School of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics,Nanjing,China,210016"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics,Nanjing,China,210016","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046518095","display_name":"Ruping Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruping Zhai","raw_affiliation_strings":["School of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics,Nanjing,China,210016"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics,Nanjing,China,210016","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009801640","display_name":"Yongkai Liu","orcid":"https://orcid.org/0000-0003-4478-4006"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongkai Liu","raw_affiliation_strings":["School of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics,Nanjing,China,210016"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics,Nanjing,China,210016","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1387,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58267404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"578","last_page":"584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9987000226974487,"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":0.9987000226974487,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.994700014591217,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9908999800682068,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.723033607006073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6228395700454712},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5933299660682678},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.582551121711731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5637490153312683},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5577592253684998},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5469144582748413},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.49973034858703613},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47348177433013916}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.723033607006073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6228395700454712},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5933299660682678},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.582551121711731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5637490153312683},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5577592253684998},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5469144582748413},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.49973034858703613},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47348177433013916},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct56141.2022.10072515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct56141.2022.10072515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 22nd International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6000000238418579,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2014534232","https://openalex.org/W2045731367","https://openalex.org/W2560036562","https://openalex.org/W2744043876","https://openalex.org/W2779048393","https://openalex.org/W2901751121","https://openalex.org/W2916820451","https://openalex.org/W2980589456","https://openalex.org/W3007626257","https://openalex.org/W3105826819","https://openalex.org/W3216872033","https://openalex.org/W6653990377"],"related_works":["https://openalex.org/W2736680465","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2771637876","https://openalex.org/W4240853094","https://openalex.org/W4294093918","https://openalex.org/W2810496283","https://openalex.org/W3089879900","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"At":[0],"present,":[1],"the":[2,8,12,20,24,41,55,65,73,80,88,109,112,133,137,140,147,152,156,163],"UAV":[3,17,48,89],"type":[4,18,50,126],"recognition":[5,37,51],"algorithms":[6],"in":[7],"literature":[9],"only":[10],"realize":[11],"identification":[13],"of":[14,23,58,72,100,111,139,146,166],"a":[15,47,117],"single":[16],"through":[19],"signal":[21,76],"characteristics":[22,57],"communication":[25,59,75],"domain":[26],"or":[27],"radar":[28,62,81],"domain,":[29],"and":[30,61,68,79],"there":[31],"are":[32,77,84],"problems":[33],"such":[34],"as":[35],"low":[36],"accuracy.":[38],"Aiming":[39],"at":[40,151],"above":[42],"problems,":[43],"this":[44],"paper":[45],"proposes":[46],"swarm":[49,74,90,125,141,169],"algorithm":[52,134],"based":[53],"on":[54],"fusion":[56,113],"signals":[60],"signals.":[63],"First,":[64],"high-order":[66],"cumulant":[67],"instantaneous":[69],"feature":[70,91,96,114,142],"statistics":[71],"extracted,":[78],"track":[82],"features":[83],"fused":[85],"to":[86,107],"construct":[87],"matrix;":[92,115],"secondly,":[93],"an":[94],"improved":[95],"selection":[97],"algorithm-Secondary":[98],"Screening":[99],"Neighbourhood":[101],"Components":[102],"Analysis":[103],"(SSNCA)":[104],"is":[105,122,160],"proposed":[106],"reduce":[108],"dimensionality":[110],"finally,":[116],"Sparse":[118],"Autoencoder":[119],"Network":[120],"(SAEN)":[121],"used":[123],"for":[124],"identification.":[127],"The":[128],"simulation":[129],"results":[130],"show":[131],"that":[132],"significantly":[135],"reduces":[136],"dimension":[138],"matrix":[143,149],"(only":[144],"27%":[145],"original":[148],"dimension);":[150],"same":[153],"time,":[154],"when":[155],"Signal-to-Noise":[157],"Ratio":[158],"(SNR)":[159],"0":[161],"dB,":[162],"correct":[164],"rate":[165],"identifying":[167],"five":[168],"types":[170],"can":[171],"reach":[172],"88%.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}