{"id":"https://openalex.org/W3007626257","doi":"https://doi.org/10.1109/icsai48974.2019.9010185","title":"Micro-UAV Detection and Identification Based on Radio Frequency Signature","display_name":"Micro-UAV Detection and Identification Based on Radio Frequency Signature","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3007626257","doi":"https://doi.org/10.1109/icsai48974.2019.9010185","mag":"3007626257"},"language":"en","primary_location":{"id":"doi:10.1109/icsai48974.2019.9010185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai48974.2019.9010185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Systems and Informatics (ICSAI)","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/A5101974405","display_name":"Yue Xiao","orcid":"https://orcid.org/0000-0002-8132-5071"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Xiao","raw_affiliation_strings":["Department of Electrical Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100336514","display_name":"Xuejun Zhang","orcid":"https://orcid.org/0000-0003-2711-5628"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuejun Zhang","raw_affiliation_strings":["Department of Electrical Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":11.1307,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.98571459,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1056","last_page":"1062"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13121","display_name":"Radio Wave Propagation Studies","score":0.9980999827384949,"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.9980999827384949,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9977999925613403,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9973999857902527,"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":0.6661534905433655},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.5090858340263367},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48673394322395325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4417019486427307},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.43361371755599976},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.418300062417984},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3828467130661011},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33293938636779785},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.19679802656173706},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13727733492851257}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6661534905433655},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.5090858340263367},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48673394322395325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4417019486427307},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.43361371755599976},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.418300062417984},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3828467130661011},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33293938636779785},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.19679802656173706},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13727733492851257}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai48974.2019.9010185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai48974.2019.9010185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W347139248","https://openalex.org/W2046478876","https://openalex.org/W2093003948","https://openalex.org/W2130695501","https://openalex.org/W2139363086","https://openalex.org/W2432876546","https://openalex.org/W2464322612","https://openalex.org/W2527386436","https://openalex.org/W2581387731","https://openalex.org/W2610812060","https://openalex.org/W2796396570","https://openalex.org/W2797821788","https://openalex.org/W2798636681","https://openalex.org/W2800229517","https://openalex.org/W6750392699"],"related_works":["https://openalex.org/W2548963335","https://openalex.org/W2159941915","https://openalex.org/W2962882802","https://openalex.org/W2571404653","https://openalex.org/W1995129237","https://openalex.org/W1761601995","https://openalex.org/W4300468626","https://openalex.org/W2097713053","https://openalex.org/W4321608401","https://openalex.org/W2904599916"],"abstract_inverted_index":{"This":[0],"paper":[1],"mainly":[2],"focuses":[3],"on":[4,9,52,163],"the":[5,20,39,53,110,121,144,153,156,169,200,212,231],"detection":[6,29,122,145],"and":[7,30,76,89,99,116,181,210],"identification":[8,154],"micro-unmanned":[10],"aerial":[11],"vehicles":[12],"(UAVs)":[13],"using":[14],"radio":[15],"frequency":[16],"(RF)":[17],"signature":[18,40],"of":[19,41,55,86,158,178,222],"signals":[21,59,88,127,180,224],"from":[22,128,168],"UAV":[23,87,126,171,214],"downlink":[24,165,217],"communication.":[25,218],"To":[26],"effectively":[27],"perform":[28],"identification,":[31],"feature":[32,48],"engineering":[33,49],"is":[34,50,112,147,160],"carried":[35],"out":[36],"to":[37,94,104,114,204,207],"describe":[38],"different":[42,220],"micro-UAV":[43,159,179,223],"signals.":[44,172],"The":[45],"approach":[46],"for":[47,230],"based":[51,162],"division":[54],"raw":[56],"continuous":[57],"sampled":[58,227],"into":[60,228],"several":[61],"valid":[62],"frames":[63],"in":[64,134,216],"time":[65],"domain.":[66],"In":[67,120,152,173],"each":[68],"frame,":[69],"cyclostationarity":[70],"features":[71,85],"as":[72,74,139,149,185],"well":[73],"kurtosis":[75],"spectrum":[77],"factors":[78],"are":[79,92,137,188],"extracted":[80],"after":[81],"signal":[82,133,184],"preprocessing.":[83],"Selected":[84],"ambient":[90,129,182],"noise":[91],"fed":[93],"support":[95],"vector":[96],"machine":[97],"(SVM)":[98],"k-nearest":[100],"neighbor":[101],"(KNN)":[102],"models":[103],"obtain":[105],"a":[106,150],"well-trained":[107],"classifier.":[108],"Then":[109],"classifier":[111],"used":[113,215],"detect":[115,208],"identify":[117,211],"non-cooperative":[118,141],"micro-UAVs.":[119],"phase,":[123,155],"all":[124],"detected":[125,170],"noise,":[130],"specifically":[131],"WiFi":[132,183],"this":[135,174],"paper,":[136,175],"treated":[138],"invading":[140],"micro-UAVs":[142,209],"where":[143],"scenario":[146],"assumed":[148],"no-fly-zone.":[151],"type":[157],"identified":[161],"its":[164],"communication":[166],"protocol":[167,213],"two":[176],"kinds":[177],"background":[186],"interference":[187],"tested":[189],"versus":[190],"various":[191],"signal-to-noise":[192],"ratio":[193],"(SNR)":[194],"levels.":[195],"Experimental":[196],"results":[197],"show":[198],"that":[199],"proposed":[201],"method":[202],"proves":[203],"be":[205,226],"feasible":[206],"More":[219],"types":[221],"will":[225],"database":[229],"future":[232],"work.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6}],"updated_date":"2026-08-19T15:00:24.278416","created_date":"2025-10-10T00:00:00"}
