{"id":"https://openalex.org/W4386902768","doi":"https://doi.org/10.1109/taes.2023.3317356","title":"A Fast Approach to Satellite Range Rescheduling Using Deep Reinforcement Learning","display_name":"A Fast Approach to Satellite Range Rescheduling Using Deep Reinforcement Learning","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4386902768","doi":"https://doi.org/10.1109/taes.2023.3317356"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2023.3317356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2023.3317356","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic 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/A5000892387","display_name":"Jun Li Liang","orcid":"https://orcid.org/0000-0002-3765-162X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jun Liang","raw_affiliation_strings":["Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100317663","display_name":"Jianping Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian-Ping Liu","raw_affiliation_strings":["Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101420990","display_name":"Qing Sun","orcid":"https://orcid.org/0009-0005-9647-882X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qing Sun","raw_affiliation_strings":["Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074862172","display_name":"Yuehe Zhu","orcid":"https://orcid.org/0000-0002-1702-7440"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue-He Zhu","raw_affiliation_strings":["Hunan Key Laboratory of Intelligent Planning and Simulation for Aerospace Missions, College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan Key Laboratory of Intelligent Planning and Simulation for Aerospace Missions, College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060909971","display_name":"Yichuan Zhang","orcid":"https://orcid.org/0000-0002-3647-0245"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi-Chuan Zhang","raw_affiliation_strings":["Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403310","display_name":"Jianguo Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian-Guo Song","raw_affiliation_strings":["Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Satellite Control Center, Xi&#x0027;an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000460201","display_name":"Bo-yong He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163738","display_name":"China Astronaut Research and Training Center","ror":"https://ror.org/001ycj259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210163738"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo-Yong He","raw_affiliation_strings":["State Key Laboratory of Astronautic Dynamics, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Astronautic Dynamics, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I4210163738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000892387"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.5707,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.98352398,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"59","issue":"6","first_page":"9390","last_page":"9403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9814000129699707,"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/T12288","display_name":"Optimization and Search Problems","score":0.9731000065803528,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8011636734008789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6691598296165466},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6202009320259094},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4649784564971924},{"id":"https://openalex.org/keywords/pointer","display_name":"Pointer (user interface)","score":0.41116490960121155},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3702576458454132},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3658604025840759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3638879060745239},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1999053955078125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0959232747554779}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8011636734008789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6691598296165466},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6202009320259094},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4649784564971924},{"id":"https://openalex.org/C150202949","wikidata":"https://www.wikidata.org/wiki/Q107602","display_name":"Pointer (user interface)","level":2,"score":0.41116490960121155},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3702576458454132},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3658604025840759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3638879060745239},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1999053955078125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0959232747554779},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2023.3317356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2023.3317356","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G8939693452","display_name":null,"funder_award_id":"12102460","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":30,"referenced_works":["https://openalex.org/W1597286183","https://openalex.org/W1689711448","https://openalex.org/W2015592825","https://openalex.org/W2027266167","https://openalex.org/W2145339207","https://openalex.org/W2160107283","https://openalex.org/W2766447205","https://openalex.org/W2794842204","https://openalex.org/W2980466635","https://openalex.org/W2986925736","https://openalex.org/W3018522068","https://openalex.org/W3106357768","https://openalex.org/W3129104012","https://openalex.org/W3169276149","https://openalex.org/W3183048731","https://openalex.org/W3213072942","https://openalex.org/W4210565458","https://openalex.org/W4225904177","https://openalex.org/W4285310987","https://openalex.org/W4291710897","https://openalex.org/W4304890823","https://openalex.org/W4312360634","https://openalex.org/W4315606151","https://openalex.org/W4323022381","https://openalex.org/W6679436768","https://openalex.org/W6725207838","https://openalex.org/W6730742100","https://openalex.org/W6736495275","https://openalex.org/W6739901393","https://openalex.org/W7048462179"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2387387477","https://openalex.org/W2394051415","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W4255928847"],"abstract_inverted_index":{"Real-time":[0],"emergency":[1],"event":[2],"processing":[3,90,120],"for":[4,31,59,129],"mega-constellation":[5],"management":[6],"requires":[7],"an":[8],"approach":[9,28,80,138,170],"that":[10,135],"can":[11],"quickly":[12],"obtain":[13],"a":[14,23,111],"satisfactory":[15],"satellite":[16,39,82],"range":[17,40,83],"rescheduling":[18,33,44,84],"scheme.":[19],"In":[20],"this":[21],"article,":[22],"deep":[24],"reinforcement":[25,96],"learning":[26,97],"(DRL)":[27],"is":[29,75,85,92,122,171],"proposed":[30,137,169],"rapid":[32],"on":[34,49,72,117],"the":[35,62,95,102,107,118,126,136,141,157,162,168,175,181],"basis":[36],"of":[37,65,150,167,174],"established":[38,50],"scheduling":[41,51],"schemes.":[42],"Three":[43],"principles":[45],"with":[46],"different":[47],"impacts":[48,71],"schemes":[52],"are":[53],"first":[54],"analyzed.":[55],"A":[56,88],"mathematical":[57],"model":[58],"both":[60],"maximizing":[61],"completion":[63],"profits":[64],"dynamic":[66],"missions":[67,74],"and":[68,110,144,153,156,164],"minimizing":[69],"their":[70],"scheduled":[73],"formulated.":[76],"An":[77],"efficient":[78],"DRL-based":[79,146],"to":[81,99,124],"then":[86],"developed.":[87],"mask":[89,119],"mechanism":[91,121],"integrated":[93],"into":[94],"framework":[98],"effectively":[100],"eliminate":[101],"conflicts":[103],"accurately":[104],"expressed":[105],"by":[106,180],"conflict":[108],"space,":[109],"modified":[112],"pointer":[113],"network":[114],"(Ptr-Net)":[115],"based":[116],"employed":[123],"approximate":[125],"action-value":[127],"function":[128],"optimal":[130],"decision-making.":[131],"Experimental":[132],"results":[133],"show":[134],"significantly":[139],"outperforms":[140],"rule-based":[142],"heuristic":[143],"another":[145],"method":[147],"in":[148],"terms":[149],"computational":[151],"efficiency":[152],"optimization":[154],"performance,":[155],"total":[158,176],"time":[159,178],"spent":[160],"during":[161],"training":[163],"testing":[165],"phases":[166],"approximately":[172],"13%":[173],"running":[177],"required":[179],"search-based":[182],"methods.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
