{"id":"https://openalex.org/W4391307213","doi":"https://doi.org/10.1109/icspcc59353.2023.10400216","title":"Intelligent Receiver Design for Underwater Acoustic OFDM Communication Based on LSTM Networks*","display_name":"Intelligent Receiver Design for Underwater Acoustic OFDM Communication Based on LSTM Networks*","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4391307213","doi":"https://doi.org/10.1109/icspcc59353.2023.10400216"},"language":"en","primary_location":{"id":"doi:10.1109/icspcc59353.2023.10400216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc59353.2023.10400216","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/A5100434577","display_name":"Zhao Wang","orcid":"https://orcid.org/0009-0001-8544-7412"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Wang","raw_affiliation_strings":["College of Engineering, Ocean University of China,Qingdao,China","College of Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Ocean University of China,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"College of Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034427469","display_name":"Lanjun Liu","orcid":"https://orcid.org/0000-0001-7650-9098"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanjun Liu","raw_affiliation_strings":["College of Engineering, Ocean University of China,Qingdao,China","College of Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Ocean University of China,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"College of Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101297870","display_name":"Zining Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zining Cheng","raw_affiliation_strings":["College of Engineering, Ocean University of China,Qingdao,China","College of Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Ocean University of China,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"College of Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100377340","display_name":"Junfeng Wang","orcid":"https://orcid.org/0000-0003-0837-7577"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng Wang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Tianjin University of Technolog,Tianjin,China","School of Electrical and Electronic Engineering, Tianjin University of Technolog, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Tianjin University of Technolog,Tianjin,China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Tianjin University of Technolog, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9955999851226807,"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/T11698","display_name":"Underwater Acoustics Research","score":0.9736999869346619,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.8339824080467224},{"id":"https://openalex.org/keywords/underwater-acoustic-communication","display_name":"Underwater acoustic communication","score":0.7875514030456543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7434882521629333},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6067851781845093},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3656732439994812},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32295000553131104},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.11956509947776794},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.057866960763931274}],"concepts":[{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.8339824080467224},{"id":"https://openalex.org/C169111936","wikidata":"https://www.wikidata.org/wiki/Q424098","display_name":"Underwater acoustic communication","level":3,"score":0.7875514030456543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7434882521629333},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6067851781845093},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3656732439994812},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32295000553131104},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11956509947776794},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.057866960763931274},{"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/icspcc59353.2023.10400216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc59353.2023.10400216","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":[],"awards":[{"id":"https://openalex.org/G2819354775","display_name":"\u6c34\u4e0b\u52a8\u6001\u591a\u8282\u70b9\u81ea\u52a8\u63a5\u5165\u4e0e\u7ec4\u7f51\u57fa\u7840\u7814\u7a76","funder_award_id":"61431005","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":17,"referenced_works":["https://openalex.org/W1989403885","https://openalex.org/W2014724694","https://openalex.org/W2036038135","https://openalex.org/W2053284266","https://openalex.org/W2064675550","https://openalex.org/W2104725519","https://openalex.org/W2559450403","https://openalex.org/W2591818304","https://openalex.org/W2905578194","https://openalex.org/W2915097532","https://openalex.org/W2942657647","https://openalex.org/W2946152861","https://openalex.org/W2963190722","https://openalex.org/W3188870758","https://openalex.org/W3215666439","https://openalex.org/W4285254601","https://openalex.org/W6803515358"],"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/W2377549781"],"abstract_inverted_index":{"The":[0,116,156,197],"environment":[1],"of":[2,62,66,75,145,159],"underwater":[3,41,67,103,134,187],"acoustic":[4,21,42,68,104,135,188],"channel":[5,22,34,43,124,126,153,163,169,174,183,190,195,204],"presents":[6],"more":[7],"intricate":[8],"and":[9,37,55,128,149,176,191],"demanding":[10],"compared":[11,166],"to":[12,30,121,141],"the":[13,33,63,113,123,132,143,160,201],"terrestrial":[14],"radio":[15,18],"frequency":[16],"(RF)":[17],"channel.":[19],"Underwater":[20],"estimation":[23,44,154],"is":[24,60,119,165],"a":[25,98],"key":[26],"signal":[27,129],"processing":[28],"module":[29],"cope":[31],"with":[32,167],"multipath":[35],"effect":[36],"Doppler":[38],"effect.":[39],"Intelligent":[40],"based":[45,111,185],"on":[46,112,152,186],"Deep-learning":[47],"neural":[48,52,77],"network":[49,53,118],"(DNN),":[50],"convolutional":[51],"(CNN)":[54],"other":[56],"deep":[57,80],"learning":[58,81,87],"networks":[59,78],"one":[61,74],"development":[64],"trends":[65],"communication.":[69,137],"Long-short-term":[70],"memory":[71],"(LSTM)":[72],"networks,":[73],"recurrent":[76],"(RNN)":[79],"network,":[82],"exhibit":[83],"particular":[84],"suitability":[85],"for":[86,101],"from":[88],"sequential":[89],"data.":[90],"For":[91],"this":[92,94],"reason,":[93],"research":[95],"paper":[96],"introduces":[97],"novel":[99],"architecture":[100],"an":[102],"orthogonal":[105],"frequency-division":[106],"multiplexing":[107],"(OFDM)":[108],"communication":[109,157],"system,":[110],"LSTM":[114,117,162,203],"network.":[115],"used":[120],"replace":[122],"estimation,":[125],"equalization,":[127],"decoding":[130],"in":[131],"traditional":[133],"OFDM":[136],"Simulations":[138],"are":[139],"performed":[140],"analyze":[142],"effects":[144],"training":[146],"signal-to-noise":[147],"ratio":[148],"cyclic":[150],"prefix":[151],"performance.":[155],"performance":[158],"designed":[161,202],"estimator":[164,175,184,205],"DNN":[168],"estimator,":[170],"least":[171,177],"square":[172,180],"(LS)":[173],"minimum":[178],"mean":[179],"error":[181],"(LMMSE)":[182],"Millica":[189],"Norway":[192],"Oslo":[193],"Fjord":[194],"(NOF).":[196],"results":[198],"indicated":[199],"that":[200],"performs":[206],"better.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
