{"id":"https://openalex.org/W2938254530","doi":"https://doi.org/10.1109/iccs.2018.8689186","title":"DBM-Based Underwater Acoustic Source Recognition","display_name":"DBM-Based Underwater Acoustic Source Recognition","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2938254530","doi":"https://doi.org/10.1109/iccs.2018.8689186","mag":"2938254530"},"language":"en","primary_location":{"id":"doi:10.1109/iccs.2018.8689186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccs.2018.8689186","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communication Systems (ICCS)","raw_type":"proceedings-article"},"type":"article","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/A5042908111","display_name":"Jiawu Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiawu Xie","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066495421","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0002-2196-9799"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100456106","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0001-5696-6654"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042908111"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.17106679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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/T11698","display_name":"Underwater Acoustics Research","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9973999857902527,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9911999702453613,"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/underwater","display_name":"Underwater","score":0.7234163284301758},{"id":"https://openalex.org/keywords/dbm","display_name":"dBm","score":0.5898621678352356},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150935053825378},{"id":"https://openalex.org/keywords/underwater-acoustic-communication","display_name":"Underwater acoustic communication","score":0.4612959623336792},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.4409010708332062},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37427353858947754},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20675748586654663},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20576992630958557},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16246849298477173},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.11973652243614197},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.1138739287853241}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7234163284301758},{"id":"https://openalex.org/C94105702","wikidata":"https://www.wikidata.org/wiki/Q777017","display_name":"dBm","level":4,"score":0.5898621678352356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150935053825378},{"id":"https://openalex.org/C169111936","wikidata":"https://www.wikidata.org/wiki/Q424098","display_name":"Underwater acoustic communication","level":3,"score":0.4612959623336792},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4409010708332062},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37427353858947754},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20675748586654663},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20576992630958557},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16246849298477173},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.11973652243614197},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.1138739287853241},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccs.2018.8689186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccs.2018.8689186","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communication Systems (ICCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"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":10,"referenced_works":["https://openalex.org/W1963079441","https://openalex.org/W1983364832","https://openalex.org/W2071709160","https://openalex.org/W2158679314","https://openalex.org/W2167582408","https://openalex.org/W2168013545","https://openalex.org/W2171357473","https://openalex.org/W2314622913","https://openalex.org/W2466903746","https://openalex.org/W6640977910"],"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/W232178625","https://openalex.org/W2185568765","https://openalex.org/W2353494610"],"abstract_inverted_index":{"Underwater":[0],"acoustic":[1,64],"source":[2,65],"recognition":[3,66,126],"is":[4,25,73,106,129],"a":[5,103],"challenging":[6],"task":[7],"due":[8],"to":[9,108],"the":[10,14,20,37,46,76,84,96,110,118],"complex":[11,54],"environment":[12],"of":[13,49,83,93],"ocean,":[15],"which":[16,128],"does":[17],"not":[18],"have":[19],"accurate":[21],"statistical":[22],"model":[23],"and":[24,40,133],"intractable":[26],"for":[27],"analysis.":[28],"Meanwhile,":[29],"deep":[30,69],"learning":[31],"technology":[32],"can":[33,99],"learn":[34],"features":[35,48,98],"from":[36],"raw":[38],"data":[39],"it":[41],"has":[42],"advantage":[43],"in":[44,59],"extracting":[45],"inherent":[47],"signal":[50,86],"samples":[51],"especially":[52],"under":[53],"environment.":[55],"Motivated":[56],"by":[57],"this,":[58],"this":[60],"paper,":[61],"an":[62],"underwater":[63],"based":[67],"on":[68],"Boltzmann":[70],"machine":[71],"(DBM)":[72],"proposed.":[74],"In":[75],"proposed":[77,119],"method,":[78],"we":[79],"choose":[80],"time-frequency":[81],"diagrams":[82],"target":[85],"as":[87],"input":[88],"units.":[89],"After":[90],"non-linear":[91],"transformation":[92],"hidden":[94],"layers,":[95],"data-driven":[97],"be":[100],"extracted.":[101],"Finally,":[102],"softmax":[104],"function":[105],"used":[107],"predict":[109],"classification":[111],"result.":[112],"Simulation":[113],"results":[114],"are":[115],"shown":[116],"that":[117],"DBM-based":[120],"method":[121],"achieves":[122],"90%":[123],"or":[124],"higher":[125],"accuracy,":[127],"better":[130],"than":[131],"SVM":[132],"DBN.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}