{"id":"https://openalex.org/W4406612814","doi":"https://doi.org/10.1109/smc54092.2024.10831610","title":"Closed-Loop Predictive Control for Adaptive Optics via Neural Networks","display_name":"Closed-Loop Predictive Control for Adaptive Optics via Neural Networks","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406612814","doi":"https://doi.org/10.1109/smc54092.2024.10831610"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10831610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5108933478","display_name":"Haining Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Haining Hu","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qianchong Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qianchong Sun","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101182999","display_name":"Yuchen Hua","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuchen Hua","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101650937","display_name":"Jie Tan","orcid":"https://orcid.org/0000-0001-8491-5651"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Tan","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037420614","display_name":"Xiaoguang Ren","orcid":"https://orcid.org/0000-0003-0157-6477"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaoguang Ren","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090649169","display_name":"Rongkai Zhang","orcid":"https://orcid.org/0000-0002-0034-460X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rongkai Zhang","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100775437","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-1953-5721"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Academy of Military Sciences,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences,Beijing,China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108933478"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22450375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11749","display_name":"Iterative Learning Control Systems","score":0.9124000072479248,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/adaptive-optics","display_name":"Adaptive optics","score":0.7581604719161987},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6336920857429504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5580247640609741},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.5519402623176575},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5321425795555115},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5298055410385132},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.44153332710266113},{"id":"https://openalex.org/keywords/closed-loop","display_name":"Closed loop","score":0.43252798914909363},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3881658613681793},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.30740129947662354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2673896551132202},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2561091184616089},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.17196124792099},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16733530163764954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15670734643936157}],"concepts":[{"id":"https://openalex.org/C132771110","wikidata":"https://www.wikidata.org/wiki/Q506922","display_name":"Adaptive optics","level":2,"score":0.7581604719161987},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6336920857429504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5580247640609741},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.5519402623176575},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5321425795555115},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5298055410385132},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.44153332710266113},{"id":"https://openalex.org/C3019251811","wikidata":"https://www.wikidata.org/wiki/Q5135346","display_name":"Closed loop","level":2,"score":0.43252798914909363},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3881658613681793},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.30740129947662354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2673896551132202},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2561091184616089},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.17196124792099},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16733530163764954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15670734643936157},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc54092.2024.10831610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1969023967","https://openalex.org/W2017627161","https://openalex.org/W2035748926","https://openalex.org/W2065015552","https://openalex.org/W2076414501","https://openalex.org/W2079708060","https://openalex.org/W2150067632","https://openalex.org/W2194775991","https://openalex.org/W2898474902","https://openalex.org/W2901350402","https://openalex.org/W2972791735","https://openalex.org/W3020963216","https://openalex.org/W3029962777","https://openalex.org/W3082345941","https://openalex.org/W3135227764","https://openalex.org/W3167128359","https://openalex.org/W4210629643","https://openalex.org/W4225000881","https://openalex.org/W4283220765","https://openalex.org/W4380632292","https://openalex.org/W6846699996"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W24774503","https://openalex.org/W3202234113","https://openalex.org/W2044547887","https://openalex.org/W2101188133","https://openalex.org/W2322335058","https://openalex.org/W2259382430","https://openalex.org/W2397460850","https://openalex.org/W4322484979","https://openalex.org/W2612895087"],"abstract_inverted_index":{"Wavefront":[0],"sensor-less":[1],"adaptive":[2,27],"optics":[3,28],"(WFS-less":[4],"AO)":[5],"systems":[6,29],"have":[7],"garnered":[8],"considerable":[9],"interest":[10],"in":[11,54],"recent":[12],"years":[13],"due":[14],"to":[15,43,101,104,119,138],"their":[16],"compact":[17],"architecture":[18],"and":[19,45,92,108,143],"extensive":[20],"applicability.":[21],"However,":[22],"most":[23,120],"algorithms":[24],"developed":[25],"for":[26,147],"predominately":[30],"rely":[31],"on":[32,74],"conventional":[33,121],"control":[34,62,87,95,111],"methodologies,":[35],"which":[36],"often":[37],"take":[38],"an":[39,67],"unexpectedly":[40],"prolonged":[41],"period":[42],"converge":[44],"severely":[46],"hinder":[47],"the":[48,85,89,93,98,127],"feasibility":[49],"of":[50,141],"practical":[51],"applications,":[52],"especially":[53],"scenarios":[55],"where":[56],"rapid":[57],"environmental":[58],"fluctuations":[59],"necessitate":[60],"real-time":[61],"capabilities.":[63],"Therefore,":[64],"we":[65],"propose":[66],"efficient":[68],"closed-loop":[69],"wavefront":[70,90,106,130],"reconstruction":[71],"method":[72,81,124],"based":[73],"a":[75],"novel":[76],"forward":[77],"prediction":[78],"paradigm.":[79],"The":[80],"leverages":[82],"information":[83],"from":[84],"current":[86],"objective,":[88],"phase,":[91],"previous":[94],"signals":[96],"(typically":[97],"voltages":[99],"applied":[100],"deformable":[102],"mirrors)":[103],"predict":[105],"distortions":[107],"implement":[109],"anticipatory":[110],"actions":[112],"accordingly.":[113],"Experimental":[114],"results":[115],"demonstrate":[116],"that,":[117],"compared":[118],"techniques,":[122],"our":[123],"can":[125],"reduce":[126],"post-control":[128],"RMS":[129],"aberration":[131],"by":[132],"nearly":[133],"one-third":[134],"while":[135],"exhibiting":[136],"robustness":[137],"different":[139],"types":[140],"turbulence":[142,150],"showing":[144],"promising":[145],"potential":[146],"complex":[148],"multi-layer":[149],"scenarios.":[151]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
