{"id":"https://openalex.org/W3033797961","doi":"https://doi.org/10.1145/3398329.3398367","title":"Design of An Autoencoder-based Underwater Optical Communication Transceiver in Attenuation Channel","display_name":"Design of An Autoencoder-based Underwater Optical Communication Transceiver in Attenuation Channel","publication_year":2020,"publication_date":"2020-04-24","ids":{"openalex":"https://openalex.org/W3033797961","doi":"https://doi.org/10.1145/3398329.3398367","mag":"3033797961"},"language":"en","primary_location":{"id":"doi:10.1145/3398329.3398367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3398329.3398367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Conference on Computing, Networks and Internet of Things","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":null,"display_name":"Zhiwei Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwei Zhai","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha Hunan P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha Hunan P.R.China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0577665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9988999962806702,"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":0.9961000084877014,"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/attenuation","display_name":"Attenuation","score":0.7180755138397217},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6856603026390076},{"id":"https://openalex.org/keywords/underwater-acoustic-communication","display_name":"Underwater acoustic communication","score":0.6829490661621094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6664961576461792},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.657129168510437},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6322653293609619},{"id":"https://openalex.org/keywords/additive-white-gaussian-noise","display_name":"Additive white Gaussian noise","score":0.5880110263824463},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.5658842921257019},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5137194395065308},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.49514856934547424},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.48707321286201477},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.434675931930542},{"id":"https://openalex.org/keywords/transceiver","display_name":"Transceiver","score":0.4317898452281952},{"id":"https://openalex.org/keywords/optical-communication","display_name":"Optical communication","score":0.4123956561088562},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2929624021053314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.201435387134552},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1754177212715149},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.16320469975471497},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.13957864046096802},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.09474506974220276},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09096014499664307}],"concepts":[{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.7180755138397217},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6856603026390076},{"id":"https://openalex.org/C169111936","wikidata":"https://www.wikidata.org/wiki/Q424098","display_name":"Underwater acoustic communication","level":3,"score":0.6829490661621094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6664961576461792},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.657129168510437},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6322653293609619},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.5880110263824463},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.5658842921257019},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5137194395065308},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.49514856934547424},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.48707321286201477},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.434675931930542},{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.4317898452281952},{"id":"https://openalex.org/C129404179","wikidata":"https://www.wikidata.org/wiki/Q1469765","display_name":"Optical communication","level":2,"score":0.4123956561088562},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2929624021053314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.201435387134552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1754177212715149},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.16320469975471497},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.13957864046096802},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09474506974220276},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09096014499664307},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"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:10.1145/3398329.3398367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3398329.3398367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Conference on Computing, Networks and Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.699999988079071,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1982892759","https://openalex.org/W2040660326","https://openalex.org/W2049012800","https://openalex.org/W2122273579","https://openalex.org/W2130204725","https://openalex.org/W2132209870","https://openalex.org/W2156199816","https://openalex.org/W2607000399","https://openalex.org/W2963233787","https://openalex.org/W2963889719","https://openalex.org/W2970939944"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W3186721366","https://openalex.org/W4386961220","https://openalex.org/W3106982142","https://openalex.org/W2897499481","https://openalex.org/W2946263510","https://openalex.org/W1259662306","https://openalex.org/W4386212642","https://openalex.org/W4387314862"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3,10,17],"effective":[4],"communication":[5,13,55],"system":[6,41],"is":[7,89],"designed":[8],"for":[9,53],"underwater":[11,33],"optical":[12],"system,":[14],"combined":[15],"with":[16],"autoencoder":[18],"(AE)":[19],"in":[20,116],"deep":[21],"learning,":[22],"using":[23],"the":[24,29,58,66,70,73,84,87,92,98,103,110,117,129,133,137],"AWGN":[25],"channel,":[26,48],"and":[27,35,46,49,72,76,123],"considering":[28],"attenuation":[30],"caused":[31],"by":[32,64,102],"scattering":[34],"absorption.":[36],"I":[37],"have":[38],"considered":[39],"two":[40],"models,":[42],"space":[43],"division":[44],"multiplexing":[45],"single":[47],"performed":[50],"multiple":[51],"simulations":[52],"different":[54],"rates.":[56],"Under":[57],"best":[59,134],"convergence":[60],"condition":[61],"of":[62,86,119,136],"AE,":[63,104],"comparing":[65],"error":[67],"performance":[68,85,135],"between":[69],"AE":[71,88,111,130],"conventional":[74,93,138],"modulation":[75],"demodulation":[77],"method,":[78],"it":[79,105,124],"can":[80,106,125,131],"be":[81,107,126],"seen":[82,108],"that":[83,109,128],"better":[90,113],"than":[91],"model":[94,139],"method.":[95,140],"By":[96],"drawing":[97],"constellation":[99],"diagram":[100],"learned":[101],"has":[112],"symbol":[114,121],"quality":[115],"case":[118],"large":[120],"complexity,":[122],"proved":[127],"achieve":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
