{"id":"https://openalex.org/W4409561551","doi":"https://doi.org/10.1109/icvisp64524.2024.10959565","title":"Array-Based Faster R-CNN for Underwater Acoustic Communication Signal Detection","display_name":"Array-Based Faster R-CNN for Underwater Acoustic Communication Signal Detection","publication_year":2024,"publication_date":"2024-12-27","ids":{"openalex":"https://openalex.org/W4409561551","doi":"https://doi.org/10.1109/icvisp64524.2024.10959565"},"language":"en","primary_location":{"id":"doi:10.1109/icvisp64524.2024.10959565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icvisp64524.2024.10959565","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Vision, Image and Signal Processing (ICVISP)","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/A5067813119","display_name":"Le Cheng","orcid":"https://orcid.org/0009-0000-8357-2968"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Le Cheng","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320099","display_name":"Yue Liu","orcid":"https://orcid.org/0000-0002-8522-2176"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["College of Meteorology and Oceanology, National University of Defense Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanology, National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088229306","display_name":"Jiayu Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Wei","raw_affiliation_strings":["College of Meteorology and Oceanology, National University of Defense Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanology, National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083543471","display_name":"Hongna Zhu","orcid":"https://orcid.org/0000-0001-5046-5701"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongna Zhu","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103079000","display_name":"Zhengliang Hu","orcid":"https://orcid.org/0009-0001-3464-6825"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengliang Hu","raw_affiliation_strings":["College of Meteorology and Oceanology, National University of Defense Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanology, National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635352","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0001-9416-8119"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067813119"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28536446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9970999956130981,"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":0.9970999956130981,"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":0.9854999780654907,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9632999897003174,"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-acoustic-communication","display_name":"Underwater acoustic communication","score":0.7278469800949097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6703120470046997},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6297577023506165},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.5125102996826172},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5083877444267273},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.4081818461418152},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3343988060951233},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23880839347839355},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13163039088249207},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10673844814300537},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.10219988226890564}],"concepts":[{"id":"https://openalex.org/C169111936","wikidata":"https://www.wikidata.org/wiki/Q424098","display_name":"Underwater acoustic communication","level":3,"score":0.7278469800949097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6703120470046997},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6297577023506165},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.5125102996826172},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5083877444267273},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4081818461418152},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3343988060951233},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23880839347839355},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13163039088249207},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10673844814300537},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.10219988226890564},{"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/icvisp64524.2024.10959565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icvisp64524.2024.10959565","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Vision, Image and Signal Processing (ICVISP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1999798566","https://openalex.org/W2798440075","https://openalex.org/W2810934215","https://openalex.org/W2885219692","https://openalex.org/W2963037989","https://openalex.org/W3011890046","https://openalex.org/W3017995847","https://openalex.org/W3034751264","https://openalex.org/W3043987916","https://openalex.org/W3162184162","https://openalex.org/W3170873474","https://openalex.org/W4285126180","https://openalex.org/W4318624566","https://openalex.org/W4393371719","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W3081304190","https://openalex.org/W2477841276","https://openalex.org/W1989468614","https://openalex.org/W46613192","https://openalex.org/W4225540233","https://openalex.org/W2556643280","https://openalex.org/W2185568765","https://openalex.org/W2353494610","https://openalex.org/W4285703999","https://openalex.org/W3214188517"],"abstract_inverted_index":{"The":[0],"detection":[1,24,57,93,118,133,153],"and":[2,16,33,48,138,158],"recognition":[3,141,161],"of":[4,29,38,76,126,136,143,156,163],"underwater":[5],"acoustic":[6],"communication":[7],"(UWAC)":[8],"signals":[9],"hold":[10],"significant":[11,45],"importance":[12],"in":[13,53,62],"both":[14],"civil":[15],"military":[17],"fields.":[18],"Employing":[19],"data-driven":[20],"neural":[21],"network":[22],"object":[23],"algorithms":[25],"facilitates":[26],"the":[27,44,56,92,117,128,147],"estimation":[28],"temporal":[30],"spectral":[31],"locations":[32],"modulation":[34,140,160],"types":[35],"on":[36],"spectrogram":[37],"UWAC":[39,54],"signals.":[40],"However,":[41],"due":[42],"to":[43,81],"propagation":[46],"loss":[47],"severe":[49],"multipath":[50],"effects":[51],"inherent":[52],"channels,":[55],"efficiency":[58],"is":[59],"compromised,":[60],"resulting":[61],"a":[63,107,132,139,152,159],"limited":[64],"monitoring":[65],"area.":[66],"To":[67],"mitigate":[68],"these":[69],"challenges,":[70],"we":[71],"propose":[72],"leveraging":[73],"multi-channel":[74,108],"spectrograms":[75],"sensor":[77],"array":[78,109],"as":[79,114],"input":[80,115],"Faster":[82,86],"R-CNN,":[83],"called":[84],"array-based":[85],"R-CNN.":[87],"This":[88],"method":[89,130,149],"significantly":[90,145],"enhances":[91],"performance,":[94],"especially":[95],"under":[96],"low":[97],"signal-to-noise":[98],"ratio":[99],"(SNR)":[100],"conditions.":[101],"Simulation":[102],"experiments":[103],"indicate":[104],"that":[105],"utilizing":[106],"signal":[110],"with":[111],"8":[112],"sensors":[113],"lowers":[116],"threshold":[119],"by":[120],"4":[121],"dB.":[122],"At":[123],"an":[124],"SNR":[125],"-16dB,":[127],"proposed":[129],"achieves":[131],"F1":[134,154],"score":[135,155],"0.94":[137],"accuracy":[142,162],"0.74,":[144],"outperforming":[146],"single-channel":[148],"which":[150],"yields":[151],"0.58":[157],"0.48.":[164]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}