{"id":"https://openalex.org/W4226062371","doi":"https://doi.org/10.1145/3491315.3491334","title":"Achieving Time-Sharing and Spatial-Reuse Underwater Wireless Sensor Networks with Communication Fairness: A Distributed Deep Multi-Agent Reinforcement Learning Approach","display_name":"Achieving Time-Sharing and Spatial-Reuse Underwater Wireless Sensor Networks with Communication Fairness: A Distributed Deep Multi-Agent Reinforcement Learning Approach","publication_year":2021,"publication_date":"2021-11-22","ids":{"openalex":"https://openalex.org/W4226062371","doi":"https://doi.org/10.1145/3491315.3491334"},"language":"en","primary_location":{"id":"doi:10.1145/3491315.3491334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491315.3491334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 15th 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/A5089068090","display_name":"Yu Gou","orcid":"https://orcid.org/0000-0002-6449-2927"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Gou","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378800","display_name":"Tong Zhang","orcid":"https://orcid.org/0000-0002-7025-6365"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361819","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-2827-0630"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, China and Smart Ocean Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, China and Smart Ocean Technology Co., Ltd, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083657836","display_name":"Tingting Yang","orcid":"https://orcid.org/0000-0002-7406-2170"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Yang","raw_affiliation_strings":["Navigation College, Dalian Maritime University, China and Peng Cheng Laboratory, China"],"affiliations":[{"raw_affiliation_string":"Navigation College, Dalian Maritime University, China and Peng Cheng Laboratory, China","institution_ids":["https://openalex.org/I43313876","https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016870754","display_name":"Shanshan Song","orcid":"https://orcid.org/0000-0002-5762-8160"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanshan Song","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079446319","display_name":"Jun\u2010Hong Cui","orcid":"https://orcid.org/0000-0001-8608-357X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun-Hong Cui","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, China and Smart Ocean Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, China and Smart Ocean Technology Co., Ltd, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089068090"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"],"apc_list":null,"apc_paid":null,"fwci":0.5093,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66929942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.98580002784729,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7768410444259644},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.728913426399231},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7082164883613586},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5281206369400024},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5277605056762695},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5020544528961182},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4685417413711548},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4325825273990631},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4218011498451233},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18420621752738953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13399147987365723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1059635579586029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7768410444259644},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.728913426399231},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7082164883613586},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5281206369400024},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5277605056762695},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5020544528961182},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4685417413711548},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4325825273990631},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4218011498451233},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18420621752738953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13399147987365723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1059635579586029},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3491315.3491334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491315.3491334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 15th International Conference on Underwater Networks &amp; Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G5595383488","display_name":null,"funder_award_id":"61631008, 61971206, 62101211, U1813217","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1604225584","https://openalex.org/W1999548437","https://openalex.org/W2129879516","https://openalex.org/W2617547828","https://openalex.org/W2743976104","https://openalex.org/W3017267734","https://openalex.org/W3023752866","https://openalex.org/W3178330152","https://openalex.org/W3195781493"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2384475851","https://openalex.org/W2000444236","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2353602216","https://openalex.org/W2024136090","https://openalex.org/W4391331176"],"abstract_inverted_index":{"It":[0,100],"is":[1,25,30,101,185],"difficult":[2],"to":[3,33,43,46,83,118,131,147,155,187],"provide":[4],"qualified":[5],"and":[6,11,27,72,87,97,113,140,161,170,176,194],"fair":[7],"communications":[8],"for":[9,53,192],"time-sharing":[10],"spatial":[12],"reuse":[13,160],"underwater":[14,38,122],"wireless":[15],"sensor":[16],"networks":[17],"when":[18,153],"energy":[19,177],"supplements":[20],"are":[21,41,56,75],"limited,":[22],"the":[23,34,59,144],"environment":[24],"non-stationary,":[26],"communication":[28,89],"interference":[29],"strong.":[31],"Due":[32],"physical":[35],"separation":[36],"of":[37,61,136],"nodes,":[39],"transmissions":[40],"intended":[42],"occur":[44],"concurrently":[45],"maximize":[47,84],"network":[48,62,73,85,117,137,168],"capacity.":[49,63],"Currently":[50],"available":[51],"approaches":[52],"improving":[54],"fairness":[55,71,90],"frequently":[57],"at":[58],"expense":[60],"Methods":[64],"that":[65,108],"seek":[66],"a":[67,80,102,114,163],"better":[68],"trade-off":[69,166],"between":[70,167],"capacity":[74,86,169],"required.":[76],"This":[77],"paper":[78],"proposes":[79],"novel":[81],"approach":[82,107],"improve":[88],"by":[91,124],"increasing":[92],"simultaneous":[93],"communications,":[94],"achieving":[95],"time-sharing,":[96],"spatial-reuse":[98],"UWSNs.":[99,196],"distributed,":[103],"multi-agent":[104],"reinforcement":[105],"learning":[106],"utilizes":[109],"an":[110],"observation":[111],"encoder":[112],"local":[115,132],"utility":[116],"coordinate":[119],"collaboration":[120],"across":[121],"nodes":[123],"adaptively":[125],"tuning":[126],"transmit":[127],"parameters":[128],"in":[129,182],"response":[130],"observations.":[133],"In":[134],"terms":[135],"capacity,":[138],"fairness,":[139,171],"reuse,":[141],"we":[142],"compared":[143,154],"suggested":[145],"methodology":[146],"standard":[148],"methods.":[149],"Experiments":[150],"reveal":[151],"that,":[152],"other":[156],"ways,":[157],"ours":[158],"maximizes":[159],"produces":[162],"significantly":[164],"superior":[165],"while":[172],"still":[173],"meeting":[174],"lifetime":[175],"restrictions.":[178],"The":[179],"work":[180],"presented":[181],"this":[183],"article":[184],"anticipated":[186],"develop":[188],"into":[189],"valuable":[190],"tools":[191],"designing":[193],"optimizing":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
