{"id":"https://openalex.org/W4391307154","doi":"https://doi.org/10.1109/icspcc59353.2023.10400249","title":"An Underwater Acoustic Signal Denoising Algorithm Based on U-Net","display_name":"An Underwater Acoustic Signal Denoising Algorithm Based on U-Net","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4391307154","doi":"https://doi.org/10.1109/icspcc59353.2023.10400249"},"language":"en","primary_location":{"id":"doi:10.1109/icspcc59353.2023.10400249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc59353.2023.10400249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","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/A5100928875","display_name":"Ting Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Ma","raw_affiliation_strings":["Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences,Beijing,China","Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082998836","display_name":"Shefeng Yan","orcid":"https://orcid.org/0000-0002-4886-8269"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shefeng Yan","raw_affiliation_strings":["Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences,Beijing,China","Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042104691","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-6515-3831"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences,Beijing,China","Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.9003,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.99508197,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9860000014305115,"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":0.9860000014305115,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9398999810218811,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/underwater","display_name":"Underwater","score":0.7130067348480225},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6273407340049744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6204102635383606},{"id":"https://openalex.org/keywords/underwater-acoustic-communication","display_name":"Underwater acoustic communication","score":0.5669921040534973},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5499045252799988},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44923877716064453},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41798704862594604},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3737557530403137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3346792757511139},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10005497932434082},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0759049654006958}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7130067348480225},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6273407340049744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6204102635383606},{"id":"https://openalex.org/C169111936","wikidata":"https://www.wikidata.org/wiki/Q424098","display_name":"Underwater acoustic communication","level":3,"score":0.5669921040534973},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5499045252799988},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44923877716064453},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41798704862594604},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3737557530403137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3346792757511139},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10005497932434082},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0759049654006958},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspcc59353.2023.10400249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc59353.2023.10400249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G1528841686","display_name":null,"funder_award_id":"62192711,62371447","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":13,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2056370875","https://openalex.org/W2097117768","https://openalex.org/W2183341477","https://openalex.org/W2508457857","https://openalex.org/W2884585870","https://openalex.org/W2953129827","https://openalex.org/W3035710032","https://openalex.org/W3124953787","https://openalex.org/W4280522020","https://openalex.org/W4280532656","https://openalex.org/W4317383461","https://openalex.org/W4319015575"],"related_works":["https://openalex.org/W3081304190","https://openalex.org/W2477841276","https://openalex.org/W4225540233","https://openalex.org/W1989468614","https://openalex.org/W46613192","https://openalex.org/W2556643280","https://openalex.org/W4285703999","https://openalex.org/W2185568765","https://openalex.org/W2353494610","https://openalex.org/W3214188517"],"abstract_inverted_index":{"Active":[0],"sonar":[1,7,31],"signal":[2,52,111,132,136],"detection":[3],"is":[4,84],"crucial":[5],"for":[6,38],"systems.":[8],"However,":[9],"developments":[10],"in":[11,19,23,147,172],"submarine":[12],"stealth":[13],"and":[14,98,133,153,167],"vibration":[15],"reduction":[16],"have":[17],"resulted":[18],"a":[20,62,113],"continuous":[21],"decrease":[22],"the":[24,29,44,75,90,96,101,105,117,122,127,130,134,160],"signal-to-noise":[25],"ratios":[26],"(SNRs)":[27],"of":[28,174],"active":[30],"received":[32],"signals,":[33],"which":[34,120],"poses":[35],"significant":[36],"challenges":[37],"traditional":[39,164],"denoising":[40,53,165,170,175],"methods.":[41],"To":[42],"address":[43],"issue,":[45],"this":[46],"paper":[47],"proposes":[48],"an":[49,81,109],"underwater":[50],"acoustic":[51],"algorithm":[54,59,162],"based":[55],"on":[56,95],"U-Net.":[57],"The":[58,144],"first":[60],"introduces":[61],"multi-scale":[63],"convolution":[64],"module":[65],"that":[66,88,159],"extracts":[67],"features":[68],"from":[69],"different":[70],"receptive":[71],"fields":[72],"to":[73,92,116,124],"improve":[74],"network's":[76],"feature":[77,102],"extraction":[78],"capability.":[79,143],"Then,":[80],"attention":[82],"mechanism":[83],"integrated":[85],"into":[86],"U-Net":[87],"enables":[89,121],"network":[91,123],"selectively":[93],"focus":[94],"content":[97],"location":[99],"within":[100],"maps.":[103],"Furthermore,":[104],"proposed":[106,161],"method":[107],"incorporates":[108],"interference":[110,135],"with":[112],"frequency":[114],"close":[115],"target":[118,131],"signal,":[119],"automatically":[125],"learn":[126],"distinction":[128],"between":[129],"during":[137],"training,":[138],"thereby":[139],"enhancing":[140],"its":[141],"anti-interference":[142],"simulation":[145],"results":[146],"both":[148],"Gaussian":[149],"white":[150],"noise":[151,156],"background":[152,157],"ocean":[154],"ambient":[155],"demonstrate":[158],"outperforms":[163],"methods":[166],"classic":[168],"image":[169],"algorithms":[171],"terms":[173],"performance.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
