{"id":"https://openalex.org/W2905012031","doi":"https://doi.org/10.1145/3291940.3291976","title":"Adaptive modulation switching strategy based on Q-learning for underwater acoustic communication channel","display_name":"Adaptive modulation switching strategy based on Q-learning for underwater acoustic communication channel","publication_year":2018,"publication_date":"2018-12-03","ids":{"openalex":"https://openalex.org/W2905012031","doi":"https://doi.org/10.1145/3291940.3291976","mag":"2905012031"},"language":"en","primary_location":{"id":"doi:10.1145/3291940.3291976","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3291940.3291976","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth ACM International Conference on Underwater Networks &amp; Systems","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/A5010453911","display_name":"Jiamin Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiamin Lin","raw_affiliation_strings":["Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755438","display_name":"Wei Su","orcid":"https://orcid.org/0000-0003-1874-1256"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Su","raw_affiliation_strings":["Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068976123","display_name":"Liang Xiao","orcid":"https://orcid.org/0000-0003-2402-611X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Xiao","raw_affiliation_strings":["Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008448256","display_name":"Xialin Jiang","orcid":"https://orcid.org/0000-0002-4117-0861"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xialin Jiang","raw_affiliation_strings":["Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010453911"],"corresponding_institution_ids":["https://openalex.org/I191208505"],"apc_list":null,"apc_paid":null,"fwci":0.9705,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.76806527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":1.0,"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":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.989799976348877,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711866855621338},{"id":"https://openalex.org/keywords/phase-shift-keying","display_name":"Phase-shift keying","score":0.6651573777198792},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.6424190998077393},{"id":"https://openalex.org/keywords/underwater-acoustic-communication","display_name":"Underwater acoustic communication","score":0.6334131360054016},{"id":"https://openalex.org/keywords/keying","display_name":"Keying","score":0.6133942008018494},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5395739078521729},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5134190320968628},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5107467174530029},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.5059823393821716},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.4860546886920929},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.44619375467300415},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.42803236842155457},{"id":"https://openalex.org/keywords/frequency-shift-keying","display_name":"Frequency-shift keying","score":0.4239218831062317},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.4178631603717804},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3382297456264496},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.30236414074897766},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.2847391366958618},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.21154817938804626},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.19018274545669556},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1845693588256836},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.13068357110023499},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07962769269943237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711866855621338},{"id":"https://openalex.org/C186378180","wikidata":"https://www.wikidata.org/wiki/Q4874866","display_name":"Phase-shift keying","level":4,"score":0.6651573777198792},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.6424190998077393},{"id":"https://openalex.org/C169111936","wikidata":"https://www.wikidata.org/wiki/Q424098","display_name":"Underwater acoustic communication","level":3,"score":0.6334131360054016},{"id":"https://openalex.org/C2776542216","wikidata":"https://www.wikidata.org/wiki/Q6398306","display_name":"Keying","level":2,"score":0.6133942008018494},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5395739078521729},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5134190320968628},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5107467174530029},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.5059823393821716},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.4860546886920929},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.44619375467300415},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.42803236842155457},{"id":"https://openalex.org/C163996819","wikidata":"https://www.wikidata.org/wiki/Q1166054","display_name":"Frequency-shift keying","level":4,"score":0.4239218831062317},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.4178631603717804},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3382297456264496},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.30236414074897766},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.2847391366958618},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.21154817938804626},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.19018274545669556},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1845693588256836},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.13068357110023499},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07962769269943237},{"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:10.1145/3291940.3291976","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3291940.3291976","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth ACM International Conference on Underwater Networks &amp; Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1558573027","https://openalex.org/W2004686860","https://openalex.org/W2024977294","https://openalex.org/W2037691183","https://openalex.org/W2080889016","https://openalex.org/W2088562872","https://openalex.org/W2129879516","https://openalex.org/W2285630317","https://openalex.org/W2571951109","https://openalex.org/W2576515288","https://openalex.org/W2741333426","https://openalex.org/W2761825508","https://openalex.org/W2783430957","https://openalex.org/W2784134050","https://openalex.org/W2962792006","https://openalex.org/W4237300936"],"related_works":["https://openalex.org/W4386630557","https://openalex.org/W1482094803","https://openalex.org/W2124362598","https://openalex.org/W2766133145","https://openalex.org/W2911701426","https://openalex.org/W2508204955","https://openalex.org/W4388448167","https://openalex.org/W2901115704","https://openalex.org/W2410852462","https://openalex.org/W1869045282"],"abstract_inverted_index":{"Adaptive":[0],"modulation":[1,6,76,118],"techniques":[2],"which":[3,132],"use":[4],"different":[5],"methods":[7],"to":[8,17,63,108,110],"match":[9],"time-varying":[10],"channel-state":[11],"information":[12],"(CSI)":[13],"are":[14,142],"widely":[15],"used":[16],"improve":[18],"the":[19,35,37,42,54,57,64,67,83,111,114,145,154,159],"robustness":[20],"of":[21,82,113],"underwater":[22,137],"acoustic":[23,138],"communication":[24,51,90],"links.":[25],"We":[26,104],"propose":[27],"a":[28,172],"novel":[29],"Q-learning-based":[30],"adaptive":[31,165],"modulation-switching":[32,166],"strategy.":[33,116,175],"During":[34],"communication,":[36,141],"CSI":[38,58],"is":[39,59,86,149],"estimated":[40],"from":[41],"handshake":[43],"signals":[44],"or":[45],"training":[46],"sequences,":[47],"etc.,":[48],"in":[49,136,144],"each":[50],"block":[52],"at":[53,66],"receiver,":[55],"and":[56,99,126,158],"then":[60],"sent":[61],"back":[62],"transmitter":[65,71],"feedback":[68],"channel.":[69],"The":[70,80,147],"adaptively":[72],"selects":[73],"an":[74],"appropriate":[75],"method":[77],"via":[78],"Q-learning.":[79],"utility":[81],"proposed":[84,115,164],"strategy":[85,167],"based":[87],"on":[88],"essential":[89],"parameters":[91],"such":[92],"as":[93],"signal-to-noise":[94],"ratio":[95],"(SNR),":[96],"energy":[97],"consumption":[98],"bit":[100],"error":[101],"rate":[102],"(BER).":[103],"conducted":[105],"simulation":[106],"tests":[107],"testify":[109],"performance":[112,148],"Two":[117],"methods,":[119],"(i.e.,":[120],"multi-carrier":[121],"multiple-frequency":[122],"shift":[123,129],"keying":[124,130],"(MC-MFSK)":[125],"quadrature":[127],"phase":[128],"(QPSK)),":[131],"have":[133],"distinct":[134],"features":[135],"channel":[139],"(UWA)":[140],"considered":[143],"tests.":[146],"evaluated":[150],"with":[151,171],"simulations":[152],"for":[153],"shallow-sea":[155],"tide":[156],"condition,":[157],"results":[160],"show":[161],"that":[162],"our":[163],"performs":[168],"well":[169],"compared":[170],"random":[173],"selection":[174]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
