{"id":"https://openalex.org/W2906158882","doi":"https://doi.org/10.1109/taes.2018.2889571","title":"Real-Time Optimal Control for Spacecraft Orbit Transfer via Multiscale Deep Neural Networks","display_name":"Real-Time Optimal Control for Spacecraft Orbit Transfer via Multiscale Deep Neural Networks","publication_year":2018,"publication_date":"2018-12-24","ids":{"openalex":"https://openalex.org/W2906158882","doi":"https://doi.org/10.1109/taes.2018.2889571","mag":"2906158882"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2018.2889571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2018.2889571","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/A5101908924","display_name":"Lin Cheng","orcid":"https://orcid.org/0000-0001-8090-2562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin Cheng","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8090-2562","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628475","display_name":"Zhenbo Wang","orcid":"https://orcid.org/0000-0002-8979-9765"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenbo Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8979-9765","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087223201","display_name":"Fanghua Jiang","orcid":"https://orcid.org/0000-0001-8411-5603"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fanghua Jiang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8411-5603","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5037715176","display_name":"Chengyang Zhou","orcid":"https://orcid.org/0000-0001-9515-6435"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chengyang Zhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":82.3962,"has_fulltext":false,"cited_by_count":148,"citation_normalized_percentile":{"value":0.9986289,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"55","issue":"5","first_page":"2436","last_page":"2450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11082","display_name":"Spacecraft Dynamics and Control","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/T11082","display_name":"Spacecraft Dynamics and Control","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/T11701","display_name":"Space Satellite Systems and Control","score":0.9787999987602234,"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/T13855","display_name":"Aerospace Engineering and Control Systems","score":0.9776999950408936,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spacecraft","display_name":"Spacecraft","score":0.7063617706298828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6347450017929077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.525505542755127},{"id":"https://openalex.org/keywords/orbit","display_name":"Orbit (dynamics)","score":0.49744942784309387},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.4762566089630127},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4638609290122986},{"id":"https://openalex.org/keywords/synchronous-orbit","display_name":"Synchronous orbit","score":0.4506042003631592},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.37502560019493103},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.3531419038772583},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2988205850124359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2686235308647156},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2351612150669098},{"id":"https://openalex.org/keywords/geosynchronous-orbit","display_name":"Geosynchronous orbit","score":0.14117223024368286},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08495214581489563}],"concepts":[{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.7063617706298828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6347450017929077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.525505542755127},{"id":"https://openalex.org/C196644772","wikidata":"https://www.wikidata.org/wiki/Q3884964","display_name":"Orbit (dynamics)","level":2,"score":0.49744942784309387},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.4762566089630127},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4638609290122986},{"id":"https://openalex.org/C147843779","wikidata":"https://www.wikidata.org/wiki/Q940979","display_name":"Synchronous orbit","level":4,"score":0.4506042003631592},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.37502560019493103},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.3531419038772583},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2988205850124359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2686235308647156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2351612150669098},{"id":"https://openalex.org/C94042562","wikidata":"https://www.wikidata.org/wiki/Q472251","display_name":"Geosynchronous orbit","level":3,"score":0.14117223024368286},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08495214581489563}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2018.2889571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2018.2889571","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":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G1035309434","display_name":null,"funder_award_id":"11872223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2392322267","display_name":"\u5927\u7b5b\u9009\u91cf\u591a\u5c0f\u5929\u4f53\u63a2\u6d4b\u5c0f\u63a8\u529b\u8f68\u9053\u5168\u5c40\u89c4\u5212\u4e0e\u4f18\u5316\u7814\u7a76","funder_award_id":"11672146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4589384335","display_name":"\u6df1\u7a7a\u63a2\u6d4b\u4e2d\u7684\u82e5\u5e72\u5173\u952e\u975e\u7ebf\u6027\u4e0d\u786e\u5b9a\u6027\u52a8\u529b\u5b66\u4e0e\u63a7\u5236\u95ee\u9898\u7814\u7a76","funder_award_id":"11432001","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W105981956","https://openalex.org/W173148493","https://openalex.org/W1522301498","https://openalex.org/W1587799944","https://openalex.org/W1771410628","https://openalex.org/W1848513657","https://openalex.org/W1949804828","https://openalex.org/W1965315256","https://openalex.org/W1982497443","https://openalex.org/W1996959266","https://openalex.org/W2008645856","https://openalex.org/W2015879470","https://openalex.org/W2032155858","https://openalex.org/W2043834633","https://openalex.org/W2078457570","https://openalex.org/W2080146720","https://openalex.org/W2087465258","https://openalex.org/W2097280161","https://openalex.org/W2105080564","https://openalex.org/W2121863487","https://openalex.org/W2137413756","https://openalex.org/W2145339207","https://openalex.org/W2145755350","https://openalex.org/W2147924794","https://openalex.org/W2162218551","https://openalex.org/W2173248099","https://openalex.org/W2186601217","https://openalex.org/W2257979135","https://openalex.org/W2402144811","https://openalex.org/W2517226103","https://openalex.org/W2523246573","https://openalex.org/W2546070262","https://openalex.org/W2588141821","https://openalex.org/W2588287618","https://openalex.org/W2596367596","https://openalex.org/W2605349953","https://openalex.org/W2717108474","https://openalex.org/W2736214474","https://openalex.org/W2740665473","https://openalex.org/W2744091781","https://openalex.org/W2747891349","https://openalex.org/W2782775732","https://openalex.org/W2787725528","https://openalex.org/W2790624030","https://openalex.org/W2795640858","https://openalex.org/W2800175251","https://openalex.org/W2953384591","https://openalex.org/W2963864421","https://openalex.org/W2964043796","https://openalex.org/W6604313990","https://openalex.org/W6631190155","https://openalex.org/W6638018090","https://openalex.org/W6684921986","https://openalex.org/W6686786811","https://openalex.org/W6692846177","https://openalex.org/W6713134421","https://openalex.org/W6727249380","https://openalex.org/W6735641298","https://openalex.org/W6747647218","https://openalex.org/W6748318106"],"related_works":["https://openalex.org/W2156800215","https://openalex.org/W4239141289","https://openalex.org/W1507232051","https://openalex.org/W2100280334","https://openalex.org/W2032721083","https://openalex.org/W2043406464","https://openalex.org/W3196993739","https://openalex.org/W2000668998","https://openalex.org/W2077353279","https://openalex.org/W4206152658"],"abstract_inverted_index":{"This":[0],"study":[1],"is":[2,30,55,66,118,126,151],"motivated":[3],"by":[4,57,78,95,136],"the":[5,49,62,70,74,96,102,111,130,142,156,184,191,196],"requirement":[6],"of":[7,40,72,82,114,133,159,174,186,195],"on-board":[8,115,203],"trajectory":[9,116,199],"optimization":[10],"with":[11,155,164],"guaranteed":[12],"convergence":[13],"and":[14,61,92,189,193],"real-time":[15,26],"performance":[16],"for":[17,44,141,201],"optimal":[18,27,75,98],"spacecraft":[19,43],"orbit":[20,45,52,176],"transfers.":[21],"To":[22],"this":[23],"end,":[24],"a":[25,146],"control":[28,173,200],"approach":[29],"proposed":[31,197],"using":[32],"deep":[33,83,87,160],"learning":[34,84],"technologies":[35],"to":[36,68,100,128,153,182],"obtain":[37],"minimum-time":[38,50],"trajectories":[39],"solar":[41],"sail":[42],"transfer":[46,53],"missions.":[47],"First,":[48],"two-dimensional":[51],"problem":[54],"solved":[56],"an":[58,121],"indirect":[59,143],"method,":[60],"costate":[63],"normalization":[64],"technique":[65],"introduced":[67],"increase":[69,129],"probability":[71],"finding":[73,134],"solutions.":[76],"Second,":[77],"making":[79],"novel":[80],"use":[81],"technologies,":[85],"three":[86],"neural":[88,161],"networks":[89,162],"are":[90,180],"designed":[91,152],"trained":[93],"offline":[94],"obtained":[97],"solutions":[99],"generate":[101],"guidance":[103],"commands":[104],"in":[105],"real":[106],"time":[107],"during":[108],"flight.":[109],"Consequently,":[110],"long-standing":[112],"difficulty":[113],"generation":[117],"resolved.":[119],"Then,":[120],"interactive":[122],"network":[123,148],"training":[124],"strategy":[125,150],"presented":[127],"success":[131],"rate":[132],"optima":[135],"supplying":[137],"good":[138],"initial":[139],"guesses":[140],"method.":[144],"Moreover,":[145],"multiscale":[147],"cooperation":[149],"deal":[154],"recognition":[157],"deficiency":[158],"(DNNs)":[163],"small":[165],"input":[166],"values,":[167],"which":[168],"helps":[169],"achieve":[170],"highly":[171],"precise":[172],"terminal":[175],"insertion.":[177],"Numerical":[178],"simulations":[179],"given":[181],"substantiate":[183],"efficiency":[185],"these":[187],"techniques,":[188],"illustrate":[190],"effectiveness":[192],"robustness":[194],"DNN-based":[198],"future":[202],"applications.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}