{"id":"https://openalex.org/W2920164921","doi":"https://doi.org/10.3390/s19051104","title":"A Deep Convolutional Neural Network Inspired by Auditory Perception for Underwater Acoustic Target Recognition","display_name":"A Deep Convolutional Neural Network Inspired by Auditory Perception for Underwater Acoustic Target Recognition","publication_year":2019,"publication_date":"2019-03-04","ids":{"openalex":"https://openalex.org/W2920164921","doi":"https://doi.org/10.3390/s19051104","mag":"2920164921","pmid":"https://pubmed.ncbi.nlm.nih.gov/30836716"},"language":"en","primary_location":{"id":"doi:10.3390/s19051104","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19051104","pdf_url":"https://www.mdpi.com/1424-8220/19/5/1104/pdf?version=1551961187","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/5/1104/pdf?version=1551961187","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075603413","display_name":"Honghui Yang","orcid":"https://orcid.org/0000-0001-7611-4192"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Honghui Yang","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":"https://orcid.org/0000-0001-7611-4192","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055408939","display_name":"Junhao Li","orcid":"https://orcid.org/0000-0002-0982-0158"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhao Li","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784815","display_name":"Sheng Shen","orcid":"https://orcid.org/0000-0002-8773-6365"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Shen","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101552980","display_name":"Guanghui Xu","orcid":"https://orcid.org/0000-0003-2910-9870"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Xu","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075603413"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":8.1443,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.98132652,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"5","first_page":"1104","last_page":"1104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9940000176429749,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7080130577087402},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6620080471038818},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6525828838348389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397982835769653},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5905689001083374},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5277493596076965},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5277084708213806},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5123327970504761},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4975462257862091},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4765127897262573},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.4532332420349121},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.43628519773483276},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.4305543899536133},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4180886745452881},{"id":"https://openalex.org/keywords/computational-auditory-scene-analysis","display_name":"Computational auditory scene analysis","score":0.41499608755111694}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7080130577087402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6620080471038818},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6525828838348389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397982835769653},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5905689001083374},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5277493596076965},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5277084708213806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5123327970504761},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4975462257862091},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4765127897262573},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.4532332420349121},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.43628519773483276},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.4305543899536133},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4180886745452881},{"id":"https://openalex.org/C73208851","wikidata":"https://www.wikidata.org/wiki/Q5157303","display_name":"Computational auditory scene analysis","level":2,"score":0.41499608755111694},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s19051104","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19051104","pdf_url":"https://www.mdpi.com/1424-8220/19/5/1104/pdf?version=1551961187","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:30836716","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30836716","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:2fd3ebf3652c468797cf968757212fea","is_oa":true,"landing_page_url":"https://doaj.org/article/2fd3ebf3652c468797cf968757212fea","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 19, Iss 5, p 1104 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5445610","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6427555","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/5/1104/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19051104","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s19051104","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19051104","pdf_url":"https://www.mdpi.com/1424-8220/19/5/1104/pdf?version=1551961187","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G6806524263","display_name":null,"funder_award_id":"51179157","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":28,"referenced_works":["https://openalex.org/W41096737","https://openalex.org/W1970483741","https://openalex.org/W1979435345","https://openalex.org/W2001040684","https://openalex.org/W2014395638","https://openalex.org/W2021155604","https://openalex.org/W2039362752","https://openalex.org/W2042274006","https://openalex.org/W2107105848","https://openalex.org/W2112796928","https://openalex.org/W2143915663","https://openalex.org/W2169062120","https://openalex.org/W2179642018","https://openalex.org/W2294532759","https://openalex.org/W2360409962","https://openalex.org/W2540124077","https://openalex.org/W2555107250","https://openalex.org/W2594878708","https://openalex.org/W2744401004","https://openalex.org/W2792439829","https://openalex.org/W2794574871","https://openalex.org/W2905385593","https://openalex.org/W2919115771","https://openalex.org/W2963151422","https://openalex.org/W4233598399","https://openalex.org/W6685749658","https://openalex.org/W6742446515","https://openalex.org/W6832259536"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W147410782","https://openalex.org/W3022252430","https://openalex.org/W4287804464","https://openalex.org/W2810679507","https://openalex.org/W2964954556","https://openalex.org/W3019910406"],"abstract_inverted_index":{"Underwater":[0],"acoustic":[1,138,146],"target":[2],"recognition":[3],"(UATR)":[4],"using":[5],"ship-radiated":[6,166],"noise":[7,167],"faces":[8],"big":[9],"challenges":[10],"due":[11],"to":[12,67,135,199],"the":[13,47,52,81,85,88,96,144,151,158,179,182,201],"complex":[14],"marine":[15],"environment.":[16],"In":[17,46],"this":[18],"paper,":[19],"inspired":[20,36,50,192],"by":[21,51,80],"neural":[22,31,56,83],"mechanisms":[23],"of":[24,60,87,150,175,204],"auditory":[25,34,152,190],"perception,":[26],"a":[27,58,172],"new":[28],"end-to-end":[29],"deep":[30,62,89,130,145,193],"network":[32],"named":[33],"perception":[35,55,191],"Deep":[37],"Convolutional":[38],"Neural":[39],"Network":[40],"(ADCNN)":[41],"is":[42,97,178],"proposed":[43,159],"for":[44,102],"UATR.":[45,103,205],"ADCNN":[48,141],"model,":[49],"frequency":[53,77],"component":[54],"mechanism,":[57,84],"bank":[59],"multi-scale":[61],"convolution":[63,90],"filters":[64,91],"are":[65,92,127,133],"designed":[66],"decompose":[68],"raw":[69],"time":[70],"domain":[71],"signal":[72,126],"into":[73],"signals":[74,168],"with":[75],"different":[76],"components.":[78],"Inspired":[79],"plasticity":[82],"parameters":[86],"initialized":[93],"randomly,":[94],"and":[95,100,108,129,164],"n":[98],"learned":[99],"optimized":[101],"The":[104,140,185],"n,":[105],"max-pooling":[106],"layers":[107,111],"fully":[109],"connected":[110],"extract":[112],"features":[113,122],"from":[114,123],"each":[115,124],"decomposed":[116,125],"signal.":[117],"Finally,":[118],"in":[119,181],"fusion":[120],"layers,":[121],"merged":[128],"feature":[131],"representations":[132],"extracted":[134],"classify":[136,165],"underwater":[137],"targets.":[139],"model":[142,160,163],"simulates":[143],"information":[147],"processing":[148],"structure":[149],"system.":[153],"Experimental":[154],"results":[155,187],"show":[156,188],"that":[157,189],"can":[161],"decompose,":[162],"efficiently.":[169],"It":[170],"achieves":[171],"classification":[173,202],"accuracy":[174],"81.96%,":[176],"which":[177],"highest":[180],"contrast":[183],"experiments.":[184],"experimental":[186],"learning":[194],"method":[195],"has":[196],"encouraging":[197],"potential":[198],"improve":[200],"performance":[203]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
