{"id":"https://openalex.org/W7204093940","doi":"https://doi.org/10.17632/y3nv3ycdcv","title":"Synthetic RF Spectrograms and IQ Signals for UAV Detection (2.4 GHz band)","display_name":"Synthetic RF Spectrograms and IQ Signals for UAV Detection (2.4 GHz band)","publication_year":2026,"publication_date":"2026-08-24","ids":{"openalex":"https://openalex.org/W7204093940","doi":"https://doi.org/10.17632/y3nv3ycdcv"},"language":"en","primary_location":{"id":"doi:10.17632/y3nv3ycdcv","doi":"https://doi.org/10.17632/y3nv3ycdcv","is_oa":true,"landing_page_url":"https://doi.org/10.17632/y3nv3ycdcv","pdf_url":null,"source":{"id":"https://openalex.org/S7407050775","display_name":"Mendeley Data","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.17632/y3nv3ycdcv","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054365110","display_name":"Radhoine Aloui","orcid":"https://orcid.org/0000-0003-3750-9858","observed_orcids":["https://orcid.org/0000-0003-3750-9858"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ALOUI, Radhoine","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139950096","display_name":"Chaima Ghouil","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ghouil, chaima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106249797","display_name":"Bilel Hamdi","orcid":"https://orcid.org/0000-0002-8123-4567","observed_orcids":["https://orcid.org/0000-0002-8123-4567"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamdi, bilel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063348589","display_name":"Sofien Mhatli","orcid":"https://orcid.org/0000-0002-9901-0633","observed_orcids":["https://orcid.org/0000-0002-9901-0633"]},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mhatli, Sofien","raw_affiliation_strings":["University of Carthage"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121346863","display_name":"Ignacio Llamas-Garro","orcid":"https://orcid.org/0000-0002-3932-0461","observed_orcids":["https://orcid.org/0000-0002-3932-0461"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Llamas-Garro, Ignacio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9965999722480774,"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":0.9965999722480774,"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/T11309","display_name":"Music and Audio Processing","score":0.0008999999845400453,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/drone-detection","display_name":"drone detection","score":0.8100000023841858},{"id":"https://openalex.org/keywords/2-4-ghz-band","display_name":"2.4 GHz","score":0.9350000023841858},{"id":"https://openalex.org/keywords/i-q-signals","display_name":"I/Q signals","score":0.847000002861023},{"id":"https://openalex.org/keywords/synthetic-signal-generation","display_name":"synthetic signal generation","score":0.8560000061988831},{"id":"https://openalex.org/keywords/wi-fi","display_name":"Wi-Fi","score":0.6200000047683716},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.9760000109672546},{"id":"https://openalex.org/keywords/frequency-hopping-spread-spectrum","display_name":"frequency hopping spread spectrum","score":0.7789999842643738},{"id":"https://openalex.org/keywords/rf-sensing","display_name":"radio frequency sensing","score":0.7260000109672546},{"id":"https://openalex.org/keywords/spectrum-monitoring","display_name":"spectrum monitoring","score":0.7390000224113464},{"id":"https://openalex.org/keywords/yolo","display_name":"YOLO","score":0.7829999923706055},{"id":"https://openalex.org/keywords/dji-phantom-4-pro","display_name":"DJI Phantom 4 Pro","score":0.7620000243186951},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"multipath propagation","score":0.5189999938011169},{"id":"https://openalex.org/keywords/short-time-fourier-transform","display_name":"short-time Fourier transform","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.8794000148773193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736299991607666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46619999408721924},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4250999987125397},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3596999943256378},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.352400004863739},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.34619998931884766},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.3149999976158142},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C92545706","wikidata":"https://www.wikidata.org/wiki/Q902174","display_name":"Radio spectrum","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.2766999900341034},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C65165936","wikidata":"https://www.wikidata.org/wiki/Q575784","display_name":"Baseband","level":3,"score":0.27070000767707825},{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C192220659","wikidata":"https://www.wikidata.org/wiki/Q1245659","display_name":"Universal Software Radio Peripheral","level":3,"score":0.25189998745918274},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.2517000138759613}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.17632/y3nv3ycdcv","doi":"https://doi.org/10.17632/y3nv3ycdcv","is_oa":true,"landing_page_url":"https://doi.org/10.17632/y3nv3ycdcv","pdf_url":null,"source":{"id":"https://openalex.org/S7407050775","display_name":"Mendeley Data","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.17632/y3nv3ycdcv.1","doi":"https://doi.org/10.17632/y3nv3ycdcv.1","is_oa":true,"landing_page_url":"https://doi.org/10.17632/y3nv3ycdcv.1","pdf_url":null,"source":{"id":"https://openalex.org/S7407050775","display_name":"Mendeley Data","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.17632/y3nv3ycdcv","doi":"https://doi.org/10.17632/y3nv3ycdcv","is_oa":true,"landing_page_url":"https://doi.org/10.17632/y3nv3ycdcv","pdf_url":null,"source":{"id":"https://openalex.org/S7407050775","display_name":"Mendeley Data","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7161978227","https://openalex.org/W7172480549","https://openalex.org/W6963166150","https://openalex.org/W7084154244","https://openalex.org/W6944675552","https://openalex.org/W6892086554","https://openalex.org/W6907340614","https://openalex.org/W4372260293","https://openalex.org/W7155005832","https://openalex.org/W6907297935"],"abstract_inverted_index":{"This":[0,283],"dataset":[1,56,186,284],"provides":[2],"a":[3,105,111,121,142,153,287],"comprehensive":[4],"collection":[5],"of":[6,124,145,163],"radio":[7,109],"frequency":[8,123],"(RF)":[9],"signals":[10,81,265],"captured":[11],"in":[12,172,200,210],"the":[13,68,73,96,117,166,240,262],"2.4":[14],"GHz":[15],"band":[16],"for":[17,257,268,290,296],"Unmanned":[18],"Aerial":[19],"Vehicle":[20],"(UAV)":[21],"detection":[22,244,259],"and":[23,33,48,50,72,138,141,160,178,195,206,229,233,255,279,301],"wireless":[24],"communication":[25],"classification.":[26],"It":[27,65],"contains":[28],"6,000":[29],"spectrogram":[30],"images":[31,209,249],"(.png)":[32,211],"22,375":[34],"annotated":[35],"instances":[36],"across":[37],"three":[38],"distinct":[39],"classes:":[40],"Drone_Signal":[41],"(DJI":[42],"Phantom":[43,113],"4":[44,114],"Pro),":[45],"WiFi":[46],"(active":[47],"idle),":[49],"Bluetooth":[51],"(frequency-hopping":[52],"spread":[53],"spectrum).":[54],"The":[55,79,127,148,185,248],"is":[57,130],"uniquely":[58],"structured":[59],"to":[60],"support":[61],"dual":[62],"analysis":[63],"pipelines.":[64],"includes":[66],"both":[67,173],"processed":[69],"time-frequency":[70,98],"representations":[71],"raw":[74,263],"baseband":[75],"In-phase/Quadrature":[76],"(IQ)":[77],"signals.":[78],"IQ":[80,91,197,264],"are":[82,188,250,266],"provided":[83],"as":[84,116,190,286],"NumPy":[85,201],"arrays":[86],"(.npy)":[87,202],"generated":[88,151],"through":[89],"synthetic":[90,196],"generation":[92],"frameworks":[93],"based":[94],"on":[95],"source":[97],"representations.":[99],"Data":[100,169],"acquisition":[101],"was":[102,170],"performed":[103],"using":[104,152],"USRP":[106],"B210":[107],"software-defined":[108],"with":[110,134,158,253],"DJI":[112],"Pro":[115],"transmitter,":[118],"operating":[119],"at":[120,136],"center":[122],"2.438":[125],"GHz.":[126],"sampling":[128],"rate":[129],"primarily":[131],"56":[132],"MS/s,":[133],"variations":[135],"30":[137],"40":[139],"MHz,":[140],"receiver":[143],"gain":[144],"45":[146],"dB.":[147],"spectrograms":[149],"were":[150],"Short-Time":[154],"Fourier":[155],"Transform":[156],"(STFT)":[157],"NFFT=512":[159],"an":[161],"overlap":[162],"256,":[164],"utilizing":[165],"Viridis":[167],"colormap.":[168],"collected":[171],"indoor":[174],"(semi-controlled,":[175],"high":[176],"SNR)":[177,183],"outdoor":[179],"(uncontrolled,":[180],"multipath,":[181],"low":[182],"environments.":[184],"folders":[187],"organized":[189],"follows:":[191],"-":[192,204,213,219,227],"iq_signals/:":[193],"Raw":[194],"signal":[198,280],"files":[199,217],"format.":[203,212],"signal_crops/":[205],"images/:":[207],"Spectrogram":[208],"labels/:":[214],"YOLO-format":[215],"annotation":[216,237],"(.txt).":[218],"classes.txt:":[220],"Lists":[221],"class":[222],"IDs":[223],"(0,":[224],"1,":[225],"2).":[226],"README.txt":[228],"License.txt:":[230],"Detailed":[231],"metadata":[232],"licensing":[234],"information.":[235],"Each":[236],"file":[238],"follows":[239],"standard":[241],"YOLO":[242],"object":[243,258],"format":[245],"(":[246],").":[247],"directly":[251],"compatible":[252],"YOLOv5":[254],"YOLOv8":[256],"tasks,":[260],"while":[261],"suitable":[267],"1D":[269],"Convolutional":[270],"Neural":[271],"Networks":[272],"(CNN),":[273],"Long":[274],"Short-Term":[275],"Memory":[276],"(LSTM)":[277],"networks,":[278],"processing":[281],"experiments.":[282],"serves":[285],"valuable":[288],"resource":[289],"developing":[291],"robust":[292],"machine":[293],"learning":[294],"models":[295],"RF":[297],"sensing,":[298],"spectrum":[299],"monitoring,":[300],"anti-drone":[302],"security":[303],"systems.":[304]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-25T00:00:00"}
