{"id":"https://openalex.org/W4410228156","doi":"https://doi.org/10.1109/wcnc61545.2025.10978174","title":"A Distributed Multi-Armed Bandit Approach for Modulation Adaptation in Underwater Networks","display_name":"A Distributed Multi-Armed Bandit Approach for Modulation Adaptation in Underwater Networks","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4410228156","doi":"https://doi.org/10.1109/wcnc61545.2025.10978174"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc61545.2025.10978174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5055135908","display_name":"Fabio Busacca","orcid":"https://orcid.org/0000-0001-8923-6340"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Busacca","raw_affiliation_strings":["University of Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067573646","display_name":"Laura Galluccio","orcid":"https://orcid.org/0000-0001-6644-0787"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Galluccio","raw_affiliation_strings":["University of Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061649682","display_name":"Sergio Palazzo","orcid":"https://orcid.org/0000-0001-7428-0533"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Palazzo","raw_affiliation_strings":["University of Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084354129","display_name":"A. Panebianco","orcid":"https://orcid.org/0009-0002-4218-2167"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Panebianco","raw_affiliation_strings":["University of Palermo,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034810680","display_name":"Raoul Raftopoulos","orcid":"https://orcid.org/0000-0001-7762-8267"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raoul Raftopoulos","raw_affiliation_strings":["University of Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"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":2,"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":0.9975000023841858,"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":0.9975000023841858,"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/T11220","display_name":"Water Systems and Optimization","score":0.9538000226020813,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9431999921798706,"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/adaptation","display_name":"Adaptation (eye)","score":0.7369128465652466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6899616718292236},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6243035793304443},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5327698588371277},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34896379709243774},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08977019786834717},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.08965161442756653},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08912241458892822},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.06506621837615967}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7369128465652466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899616718292236},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6243035793304443},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5327698588371277},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34896379709243774},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08977019786834717},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.08965161442756653},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08912241458892822},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.06506621837615967},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc61545.2025.10978174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G8893660128","display_name":null,"funder_award_id":"PE0000001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2089419749","https://openalex.org/W2094050357","https://openalex.org/W2117905667","https://openalex.org/W2129879516","https://openalex.org/W2170160697","https://openalex.org/W2528955493","https://openalex.org/W2793824122","https://openalex.org/W2799585879","https://openalex.org/W2905012031","https://openalex.org/W2962797279","https://openalex.org/W2979430851","https://openalex.org/W3083855867","https://openalex.org/W3113072632","https://openalex.org/W3189280485","https://openalex.org/W3202493127","https://openalex.org/W4225722734","https://openalex.org/W4281751485","https://openalex.org/W4283789976","https://openalex.org/W4387883597"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W3168963531","https://openalex.org/W2591930867","https://openalex.org/W2358668433"],"abstract_inverted_index":{"UnderWater":[0,100],"(UW)":[1],"communication":[2],"channels":[3],"pose":[4],"unique":[5],"challenges":[6,21],"due":[7],"to":[8,37,53,67,73,78,109,116,130,164,170,173,210],"their":[9],"limited":[10],"bandwidth,":[11],"significant":[12],"temporal":[13],"variability,":[14],"and":[15,77,119,191,204,216],"long":[16],"transmission":[17,33,71,140],"delays.":[18],"Addressing":[19],"these":[20],"calls":[22],"for":[23,95,137],"the":[24,44,69,74,117,133,167,179,185,201,211],"implementation":[25],"of":[26,30,46,50,61,121,187,206],"robust":[27],"protocols":[28],"capable":[29,49],"dynamically":[31,131],"adjusting":[32],"parameters":[34],"in":[35,99,141,147],"response":[36],"channel":[38,55,75,176],"conditions.":[39,177],"In":[40,83],"such":[41],"a":[42,89,148,152,160],"perspective,":[43,85],"development":[45],"intelligent":[47],"algorithms":[48],"quickly":[51],"adapting":[52],"current":[54],"conditions":[56],"based":[57],"on":[58,111,151],"measurements":[59],"is":[60,106],"crucial":[62],"importance.":[63],"Indeed,":[64],"this":[65,84,86,145],"allows":[66],"adapt":[68],"signal":[70,139],"characteristics":[72],"conditions,":[76],"accordingly":[79],"ensure":[80],"optimal":[81,134],"performance.":[82],"paper":[87],"introduces":[88],"Multi-Player":[90],"Multi-Armed":[91],"Bandit":[92],"(MP-MAB)":[93],"framework":[94,124,190],"smart":[96],"modulation":[97,135,169],"adaptation":[98],"Acoustic":[101],"(UWA)":[102],"Networks.":[103],"Our":[104,123],"solution":[105],"specifically":[107],"tailored":[108],"run":[110],"resource-constrained":[112],"UW":[113,142,157,181],"nodes,":[114],"thanks":[115],"simplicity":[118,215],"low-complexity":[120],"MAB.":[122],"can":[125],"leverage":[126],"real-time":[127],"throughput":[128],"statistics":[129],"select":[132,166],"technique":[136],"multi-hop":[138],"scenarios.":[143],"Notably,":[144],"happens":[146],"fully-distributed":[149],"way":[150],"per-node":[153],"basis,":[154],"as":[155],"each":[156],"node":[158],"runs":[159],"local":[161],"MAB":[162],"agent":[163],"autonomously":[165],"best":[168],"use":[171],"according":[172],"its":[174,214],"own":[175],"Using":[178],"DESERT":[180],"simulator,":[182],"we":[183],"evaluate":[184],"performance":[186],"our":[188,207],"proposed":[189],"compare":[192],"it":[193],"with":[194],"alternative":[195],"state-of-the-art":[196],"learning":[197],"approaches.":[198],"Results":[199],"demonstrate":[200],"higher":[202],"efficiency":[203],"responsiveness":[205],"algorithm":[208],"compared":[209],"alternatives,":[212],"despite":[213],"fully-decentralized":[217],"nature.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
