{"id":"https://openalex.org/W4390578095","doi":"https://doi.org/10.1109/tsmc.2023.3341074","title":"Joint Resource Allocation for Time-Varying Underwater Acoustic Communication System: A Self-Reflection Adversarial Bandit Approach","display_name":"Joint Resource Allocation for Time-Varying Underwater Acoustic Communication System: A Self-Reflection Adversarial Bandit Approach","publication_year":2024,"publication_date":"2024-01-04","ids":{"openalex":"https://openalex.org/W4390578095","doi":"https://doi.org/10.1109/tsmc.2023.3341074"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2023.3341074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3341074","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-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/A5049380177","display_name":"Song Han","orcid":"https://orcid.org/0000-0002-9072-420X"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Han","raw_affiliation_strings":["Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0002-9072-420X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050707572","display_name":"Huan Zhao","orcid":"https://orcid.org/0009-0006-6256-8947"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Zhao","raw_affiliation_strings":["Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0009-0006-6256-8947","affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034926412","display_name":"Xinbin Li","orcid":"https://orcid.org/0000-0003-1116-963X"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbin Li","raw_affiliation_strings":["Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0003-1116-963X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073958329","display_name":"Junzhi Yu","orcid":"https://orcid.org/0000-0002-6347-572X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":null,"type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzhi Yu","raw_affiliation_strings":["Department of Advanced Manufacturing and Robotics, State Key Laboratory for Turbulence and Complex Systems, College of Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6347-572X","affiliations":[{"raw_affiliation_string":"Department of Advanced Manufacturing and Robotics, State Key Laboratory for Turbulence and Complex Systems, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101736041","display_name":"Haihong Zhao","orcid":"https://orcid.org/0000-0002-5263-5345"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haihong Zhao","raw_affiliation_strings":["Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0002-5263-5345","affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100700538","display_name":"Zhixin Liu","orcid":"https://orcid.org/0000-0003-1638-7118"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixin Liu","raw_affiliation_strings":["Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0003-1638-7118","affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Computer Control Engineering, Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0002,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89889696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"54","issue":"4","first_page":"2227","last_page":"2240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9988999962806702,"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"}},"topics":[{"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9922000169754028,"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":0.7303088307380676},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6118568181991577},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5643505454063416},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.547792911529541},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.526422917842865},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.46402719616889954},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.4288955330848694},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4163377285003662},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37140780687332153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35542064905166626},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3512198030948639},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32343292236328125},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15561151504516602},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09858614206314087},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09028118848800659}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303088307380676},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6118568181991577},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5643505454063416},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.547792911529541},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.526422917842865},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.46402719616889954},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.4288955330848694},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4163377285003662},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37140780687332153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35542064905166626},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3512198030948639},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32343292236328125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15561151504516602},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09858614206314087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09028118848800659},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/tsmc.2023.3341074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3341074","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2241604884","display_name":null,"funder_award_id":"62373318","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G256324158","display_name":null,"funder_award_id":"51979041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4957114755","display_name":null,"funder_award_id":"41976182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7102919103","display_name":null,"funder_award_id":"62271437","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7197350980","display_name":null,"funder_award_id":"F2022203025","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G7603313047","display_name":null,"funder_award_id":"U1909206","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"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W2020254732","https://openalex.org/W2077902449","https://openalex.org/W2139698555","https://openalex.org/W2767672076","https://openalex.org/W2791597214","https://openalex.org/W2793122934","https://openalex.org/W2799585879","https://openalex.org/W2946061591","https://openalex.org/W2946451720","https://openalex.org/W2969750894","https://openalex.org/W2973325544","https://openalex.org/W2981252175","https://openalex.org/W2981708654","https://openalex.org/W2998208768","https://openalex.org/W3015013790","https://openalex.org/W3016137018","https://openalex.org/W3016621379","https://openalex.org/W3038498786","https://openalex.org/W3082436217","https://openalex.org/W3083898850","https://openalex.org/W3091296114","https://openalex.org/W3091795982","https://openalex.org/W3095593352","https://openalex.org/W3108302873","https://openalex.org/W3109504587","https://openalex.org/W3112635774","https://openalex.org/W3152587889","https://openalex.org/W3170612885","https://openalex.org/W3173558017","https://openalex.org/W3185546912","https://openalex.org/W3195698373","https://openalex.org/W3195781493","https://openalex.org/W3202493127","https://openalex.org/W4214618434","https://openalex.org/W4294690768","https://openalex.org/W4312549973","https://openalex.org/W4313568136"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W3217214504","https://openalex.org/W3168963531","https://openalex.org/W2591930867","https://openalex.org/W2773822314","https://openalex.org/W2953138830","https://openalex.org/W3176162126","https://openalex.org/W2891537746","https://openalex.org/W3201231642"],"abstract_inverted_index":{"This":[0],"study":[1],"deals":[2],"with":[3,32,53,114],"a":[4,24,38,46,83,144,162],"joint":[5,72,135],"channel":[6,21,79],"selection":[7],"and":[8,58,95,102,110,131,178],"power":[9],"allocation":[10,28],"problem":[11],"for":[12,97,176],"time-varying":[13,35,116],"underwater":[14],"acoustic":[15],"communication":[16],"system.":[17],"Without":[18],"any":[19,77],"prior":[20,78],"information,":[22,62,105],"designing":[23],"highly":[25],"adaptable":[26],"resource":[27,73],"algorithm":[29],"to":[30,90,112,126,182],"cope":[31,113],"the":[33,98,108,115,128,154,164,183,190],"fast":[34],"environment":[36,117],"is":[37,51,63,88,124,167,193],"very":[39],"challenging":[40],"issue.":[41],"To":[42],"address":[43],"this":[44],"issue,":[45],"hierarchical":[47,84],"learning":[48,67,86,93,122,165,185],"approach,":[49],"which":[50],"combined":[52],"adversarial":[54],"multiarmed":[55],"bandit":[56],"theory":[57],"outdated":[59,103],"pilot-based":[60],"feedback":[61,104],"proposed.":[64],"The":[65,139,170,187],"proposed":[66,89,125,171,191],"approach":[68],"can":[69,141],"online":[70],"optimize":[71],"allocate":[74],"strategy":[75,157],"without":[76],"state":[80],"information.":[81],"Specifically,":[82],"self-reflection":[85],"structure":[87,123],"offer":[91],"different":[92],"manners":[94],"spaces":[96],"actual":[99],"played":[100],"information":[101,180],"thereby":[106],"balancing":[107],"exploitation":[109],"exploration":[111],"effectively.":[118],"Further,":[119],"an":[120],"integration":[121],"alleviate":[127],"solving":[129],"difficulty":[130],"policy":[132],"explosion":[133],"of":[134,189],"multiple":[136],"substrategies":[137],"problem.":[138],"user":[140],"rapidly":[142],"achieve":[143],"few":[145],"superior":[146],"strategies":[147],"in":[148,158],"low-dimension":[149],"space,":[150,160],"then":[151],"efficiently":[152],"search":[153],"expected":[155],"optimal":[156],"high-dimension":[159],"as":[161],"result,":[163],"efficiency":[166],"significantly":[168],"improved.":[169],"algorithms":[172,192],"show":[173],"strong":[174],"tolerance":[175],"delay":[177],"noncomplete":[179],"due":[181],"elaborate":[184],"structures.":[186],"superiority":[188],"demonstrated":[194],"through":[195],"numerical":[196],"results.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
