{"id":"https://openalex.org/W4387872816","doi":"https://doi.org/10.1109/icc45041.2023.10278680","title":"Multi-Agent Deep Reinforcement Learning Based Channel Allocation for Networked Satellite Telemetry System","display_name":"Multi-Agent Deep Reinforcement Learning Based Channel Allocation for Networked Satellite Telemetry System","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387872816","doi":"https://doi.org/10.1109/icc45041.2023.10278680"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10278680","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc45041.2023.10278680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","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/A5036079092","display_name":"Guanming Zeng","orcid":"https://orcid.org/0000-0002-8763-9573"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanming Zeng","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061720505","display_name":"Yafeng Zhan","orcid":"https://orcid.org/0000-0002-3869-4592"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yafeng Zhan","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Tsinghua University,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100783379","display_name":"Guan\u2010Yu Chen","orcid":"https://orcid.org/0000-0002-3443-7943"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanyu Chen","raw_affiliation_strings":["Chongqing University,Department of Telecommunication Engineering,Chongqing,China,400044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,Department of Telecommunication Engineering,Chongqing,China,400044","institution_ids":["https://openalex.org/I158842170"]}]}],"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":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"518","issue":null,"first_page":"5539","last_page":"5545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T13553","display_name":"Age of Information Optimization","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9839000105857849,"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/geostationary-orbit","display_name":"Geostationary orbit","score":0.8735253810882568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.707059919834137},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.6863129734992981},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6583737134933472},{"id":"https://openalex.org/keywords/satellite-constellation","display_name":"Satellite constellation","score":0.6401526927947998},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.583166241645813},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.56526780128479},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.5508572459220886},{"id":"https://openalex.org/keywords/communications-satellite","display_name":"Communications satellite","score":0.5306058526039124},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5072336196899414},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.39066314697265625},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3383217453956604},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.1970091462135315},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1653481423854828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12985992431640625}],"concepts":[{"id":"https://openalex.org/C16405173","wikidata":"https://www.wikidata.org/wiki/Q192316","display_name":"Geostationary orbit","level":3,"score":0.8735253810882568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.707059919834137},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.6863129734992981},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6583737134933472},{"id":"https://openalex.org/C2779784338","wikidata":"https://www.wikidata.org/wiki/Q967145","display_name":"Satellite constellation","level":3,"score":0.6401526927947998},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.583166241645813},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.56526780128479},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.5508572459220886},{"id":"https://openalex.org/C121308736","wikidata":"https://www.wikidata.org/wiki/Q149918","display_name":"Communications satellite","level":3,"score":0.5306058526039124},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5072336196899414},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.39066314697265625},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3383217453956604},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.1970091462135315},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1653481423854828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12985992431640625},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10278680","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc45041.2023.10278680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4195355919","display_name":null,"funder_award_id":"62131012,61971261","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":14,"referenced_works":["https://openalex.org/W2034996255","https://openalex.org/W2145339207","https://openalex.org/W2807192995","https://openalex.org/W2886292472","https://openalex.org/W2909691491","https://openalex.org/W2963396074","https://openalex.org/W3002619051","https://openalex.org/W3100789280","https://openalex.org/W3120500004","https://openalex.org/W3133443111","https://openalex.org/W3154502018","https://openalex.org/W4296924344","https://openalex.org/W4312051195","https://openalex.org/W4312810460"],"related_works":["https://openalex.org/W2385787340","https://openalex.org/W4224313018","https://openalex.org/W2394459062","https://openalex.org/W2392670398","https://openalex.org/W4221033466","https://openalex.org/W1991082449","https://openalex.org/W2355913771","https://openalex.org/W4225291832","https://openalex.org/W3209202847","https://openalex.org/W2377622301"],"abstract_inverted_index":{"Numerous":[0],"mega":[1,41],"low":[2,53],"earth":[3,28,90],"orbit":[4,29,91],"(LEO)":[5],"satellite":[6,19],"constellation":[7],"plans":[8],"have":[9],"recently":[10],"emerged":[11],"as":[12],"an":[13],"indispensable":[14],"part":[15],"of":[16,40,67,107,159],"the":[17,23,37,63,73,81,103,115,124,129,138,150,157],"future":[18],"communication":[20],"era.":[21],"Since":[22,102],"traditional":[24],"ground-based":[25],"and":[26,113,128],"geostationary":[27],"(GEO)-based":[30],"telemetry":[31,45,55],"systems":[32],"are":[33,110],"unsuitable":[34],"for":[35,132],"monitoring":[36],"operation":[38],"status":[39],"constellations,":[42],"a":[43],"networked":[44],"system":[46],"is":[47,135,145],"adopted":[48,147],"to":[49,61,98,148],"achieve":[50],"full":[51],"time,":[52],"delay":[54],"in":[56,94],"this":[57,70],"paper.":[58],"In":[59],"order":[60],"satisfy":[62],"data":[64,84,104],"transmission":[65],"requirements":[66],"extensive":[68],"satellites,":[69],"paper":[71,155],"formulates":[72],"channel":[74,133,151,162],"allocation":[75,134,152,163],"problem,":[76],"which":[77],"aims":[78],"at":[79],"maximizing":[80],"overall":[82],"transmitted":[83],"value":[85],"by":[86,165],"allocating":[87],"different":[88,95,99],"medium":[89],"(MEO)":[92],"beams":[93],"time":[96],"slots":[97],"LEO":[100,108],"satellites.":[101],"generation":[105],"states":[106],"satellites":[109,117],"hybrid":[111],"constant":[112],"stochastic,":[114],"MEO":[116],"could":[118],"allocate":[119],"channels":[120],"more":[121],"timely":[122],"than":[123],"ground":[125],"mission":[126],"center,":[127],"action":[130],"space":[131],"too":[136],"large,":[137],"multi-agent":[139],"deep":[140],"reinforcement":[141],"learning":[142],"based":[143],"algorithm":[144,164],"consequently":[146],"solve":[149],"problem.":[153],"This":[154],"verifies":[156],"effectiveness":[158],"our":[160],"proposed":[161],"numerical":[166],"simulation.":[167]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
