{"id":"https://openalex.org/W4391002004","doi":"https://doi.org/10.12913/22998624/175863","title":"Acoustic-Based Drone Detection Using Neural Networks \u2013 A Comprehensive Analysis","display_name":"Acoustic-Based Drone Detection Using Neural Networks \u2013 A Comprehensive Analysis","publication_year":2024,"publication_date":"2024-01-18","ids":{"openalex":"https://openalex.org/W4391002004","doi":"https://doi.org/10.12913/22998624/175863"},"language":"en","primary_location":{"id":"doi:10.12913/22998624/175863","doi":"https://doi.org/10.12913/22998624/175863","is_oa":true,"landing_page_url":"https://doi.org/10.12913/22998624/175863","pdf_url":"http://www.astrj.com/pdf-175863-102771?filename=Acoustic_Based Drone.pdf","source":{"id":"https://openalex.org/S2736551346","display_name":"Advances in Science and Technology \u2013 Research Journal","issn_l":"2080-4075","issn":["2080-4075","2299-8624"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","norway-1","poland-100","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317258","host_organization_name":"Society of Polish Mechanical Engineers and Technicians","host_organization_lineage":["https://openalex.org/P4310317258"],"host_organization_lineage_names":["Society of Polish Mechanical Engineers and Technicians"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Science and Technology Research Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.astrj.com/pdf-175863-102771?filename=Acoustic_Based Drone.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043991693","display_name":"Waldemar Paszkowski","orcid":"https://orcid.org/0000-0001-5739-7449","observed_orcids":["https://orcid.org/0000-0001-5739-7449"]},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Waldemar Paszkowski","raw_affiliation_strings":["Silesian University of Technology, Faculty of Organization and Management, ul. Roosevelta 26-28, 41-800 Zabrze, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5739-7449","affiliations":[{"raw_affiliation_string":"Silesian University of Technology, Faculty of Organization and Management, ul. Roosevelta 26-28, 41-800 Zabrze, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043464718","display_name":"Arkadiusz Gola","orcid":"https://orcid.org/0000-0002-2935-5003","observed_orcids":["https://orcid.org/0000-0002-2935-5003"]},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Arkadiusz Gola","raw_affiliation_strings":["Lublin University of Technology, Faculty of Mechanical Engineering, ul. Nadbystrzycka 36, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2935-5003","affiliations":[{"raw_affiliation_string":"Lublin University of Technology, Faculty of Mechanical Engineering, ul. Nadbystrzycka 36, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093742348","display_name":"Antoni \u015awi\u0107","orcid":"https://orcid.org/0000-0003-2553-7042","observed_orcids":["https://orcid.org/0000-0003-2553-7042","https://orcid.org/0000-0003-0405-4009"]},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Antoni \u015awi\u0107","raw_affiliation_strings":["Lublin University of Technology, Faculty of Mechanical Engineering, ul. Nadbystrzycka 36, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2553-7042","affiliations":[{"raw_affiliation_string":"Lublin University of Technology, Faculty of Mechanical Engineering, ul. Nadbystrzycka 36, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043464718"],"corresponding_institution_ids":["https://openalex.org/I8264552"],"apc_list":{"value":1400,"currency":"PLN","value_usd":330},"apc_paid":{"value":1400,"currency":"PLN","value_usd":330},"fwci":2.5121,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90589135,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"36","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9965999722480774,"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/T11692","display_name":"Noise Effects and Management","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.0005000000237487257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/drone-detection","display_name":"drone detection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/acoustic-detection","display_name":"acoustic detection","score":0.6420000195503235},{"id":"https://openalex.org/keywords/urban-environment","display_name":"urban environment","score":0.6359999775886536},{"id":"https://openalex.org/keywords/audio-features","display_name":"audio features","score":0.8190000057220459},{"id":"https://openalex.org/keywords/acoustic-characteristics","display_name":"acoustic features","score":0.5189999938011169},{"id":"https://openalex.org/keywords/anechoic-chamber-measurements","display_name":"anechoic chamber measurements","score":0.8100000023841858},{"id":"https://openalex.org/keywords/spectrogram","display_name":"spectrogram","score":0.6899999976158142},{"id":"https://openalex.org/keywords/neural-network-classification","display_name":"neural network classification","score":0.675000011920929}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.719810426235199},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5999819040298462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5379593372344971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4000917971134186},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.04646247625350952},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.12913/22998624/175863","doi":"https://doi.org/10.12913/22998624/175863","is_oa":true,"landing_page_url":"https://doi.org/10.12913/22998624/175863","pdf_url":"http://www.astrj.com/pdf-175863-102771?filename=Acoustic_Based Drone.pdf","source":{"id":"https://openalex.org/S2736551346","display_name":"Advances in Science and Technology \u2013 Research Journal","issn_l":"2080-4075","issn":["2080-4075","2299-8624"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","norway-1","poland-100","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317258","host_organization_name":"Society of Polish Mechanical Engineers and Technicians","host_organization_lineage":["https://openalex.org/P4310317258"],"host_organization_lineage_names":["Society of Polish Mechanical Engineers and Technicians"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Science and Technology Research Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ba97c1e6f9a3443cbdd173021c07640b","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/ba97c1e6f9a3443cbdd173021c07640b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Sciences and Technology, Vol 18, Iss 1, Pp 36-47 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.12913/22998624/175863","doi":"https://doi.org/10.12913/22998624/175863","is_oa":true,"landing_page_url":"https://doi.org/10.12913/22998624/175863","pdf_url":"http://www.astrj.com/pdf-175863-102771?filename=Acoustic_Based Drone.pdf","source":{"id":"https://openalex.org/S2736551346","display_name":"Advances in Science and Technology \u2013 Research Journal","issn_l":"2080-4075","issn":["2080-4075","2299-8624"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","norway-1","poland-100","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317258","host_organization_name":"Society of Polish Mechanical Engineers and Technicians","host_organization_lineage":["https://openalex.org/P4310317258"],"host_organization_lineage_names":["Society of Polish Mechanical Engineers and Technicians"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Science and Technology Research Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324727","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391002004.pdf","grobid_xml":"https://content.openalex.org/works/W4391002004.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W347139248","https://openalex.org/W2041404167","https://openalex.org/W2059066993","https://openalex.org/W2193353539","https://openalex.org/W2273396394","https://openalex.org/W2290026061","https://openalex.org/W2544419840","https://openalex.org/W2746905537","https://openalex.org/W2889031481","https://openalex.org/W2954731128","https://openalex.org/W3034111467","https://openalex.org/W3094114204","https://openalex.org/W3176853352","https://openalex.org/W3183524393","https://openalex.org/W3184998487","https://openalex.org/W4309975902","https://openalex.org/W6811927118"],"related_works":["https://openalex.org/W2581387731","https://openalex.org/W7130325170","https://openalex.org/W2914118141","https://openalex.org/W2996759432","https://openalex.org/W2885635795","https://openalex.org/W7152695085","https://openalex.org/W3205939820","https://openalex.org/W3152697571","https://openalex.org/W7154948858","https://openalex.org/W4313307498"],"abstract_inverted_index":{"The":[0],"article":[1],"presents":[2,77],"and":[3,35,43,70],"describes":[4],"the":[5,10,21,31,38,41,48,56,78,82,85,99,103],"implementation":[6],"of":[7,12,20,25,33,37,40,50,58,81,87,102,105],"research":[8],"on":[9,30],"detection":[11,27,60],"a":[13,51,89],"drone":[14,26,59,83],"in":[15,66,71,95],"an":[16,67,72],"urban":[17,73],"environment":[18],"using":[19],"sound":[22,106],"features.The":[23],"methods":[24],"were":[28],"recognized":[29],"basis":[32],"modeling":[34],"evaluation":[36],"features":[39],"audio":[42],"acoustic":[44,64],"signal.The":[45],"authors":[46],"proposed":[47],"use":[49],"neural":[52,90],"network":[53,91],"model":[54,92],"for":[55],"needs":[57],"taking":[61],"into":[62],"account":[63],"measurements":[65],"anechoic":[68],"chamber":[69],"environment.The":[74],"final":[75],"part":[76],"obtained":[79,100],"results":[80],"detection.For":[84],"purposes":[86],"detection,":[88],"was":[93],"used":[94],"order":[96],"to":[97],"recognize":[98],"images":[101],"spectograms":[104],"sources.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-01-19T00:00:00"}