{"id":"https://openalex.org/W2165041606","doi":"https://doi.org/10.1109/acc.2009.5159832","title":"Comparison of control algorithms for a MEMS-based adaptive optics scanning laser ophthalmoscope","display_name":"Comparison of control algorithms for a MEMS-based adaptive optics scanning laser ophthalmoscope","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2165041606","doi":"https://doi.org/10.1109/acc.2009.5159832","mag":"2165041606","pmid":"https://pubmed.ncbi.nlm.nih.gov/20454552"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2009.5159832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2009.5159832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 American Control Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2865653","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022489896","display_name":"Kaccie Y. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaccie Y. Li","raw_affiliation_strings":["vision science group in the School of Optometry at the University of California at Berkeley, USA","School of Optometry, University of California, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"vision science group in the School of Optometry at the University of California at Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"School of Optometry, University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069075898","display_name":"Sandipan Mishra","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandipan Mishra","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, University of Illinois, Urbana-Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, University of Illinois, Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108344995","display_name":"Pavan Tiruveedhula","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pavan Tiruveedhula","raw_affiliation_strings":["School of Optometry, University of California, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optometry, University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090574218","display_name":"Austin Roorda","orcid":"https://orcid.org/0000-0002-3785-0848"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Austin Roorda","raw_affiliation_strings":["School of Optometry, University of California, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optometry, University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.572,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.73157106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2009","issue":null,"first_page":"3848","last_page":"3853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10381","display_name":"Ophthalmology and Visual Impairment Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10381","display_name":"Ophthalmology and Visual Impairment Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10563","display_name":"Corneal surgery and disorders","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11291","display_name":"Intraocular Surgery and Lenses","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deformable-mirror","display_name":"Deformable mirror","score":0.8627718091011047},{"id":"https://openalex.org/keywords/adaptive-optics","display_name":"Adaptive optics","score":0.8348212242126465},{"id":"https://openalex.org/keywords/wavefront","display_name":"Wavefront","score":0.7163536548614502},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6488553881645203},{"id":"https://openalex.org/keywords/wavefront-sensor","display_name":"Wavefront sensor","score":0.6175320148468018},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5796766877174377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5453273057937622},{"id":"https://openalex.org/keywords/integrator","display_name":"Integrator","score":0.5346523523330688},{"id":"https://openalex.org/keywords/interferometry","display_name":"Interferometry","score":0.49414971470832825},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.4772108197212219},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.433448851108551},{"id":"https://openalex.org/keywords/microelectromechanical-systems","display_name":"Microelectromechanical systems","score":0.433003693819046},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4239782691001892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3070310354232788},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22901028394699097},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22853830456733704},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09744429588317871}],"concepts":[{"id":"https://openalex.org/C136872047","wikidata":"https://www.wikidata.org/wiki/Q5251695","display_name":"Deformable mirror","level":3,"score":0.8627718091011047},{"id":"https://openalex.org/C132771110","wikidata":"https://www.wikidata.org/wiki/Q506922","display_name":"Adaptive optics","level":2,"score":0.8348212242126465},{"id":"https://openalex.org/C165699331","wikidata":"https://www.wikidata.org/wiki/Q461533","display_name":"Wavefront","level":2,"score":0.7163536548614502},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6488553881645203},{"id":"https://openalex.org/C99407587","wikidata":"https://www.wikidata.org/wiki/Q2845270","display_name":"Wavefront sensor","level":3,"score":0.6175320148468018},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5796766877174377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5453273057937622},{"id":"https://openalex.org/C79518650","wikidata":"https://www.wikidata.org/wiki/Q2081431","display_name":"Integrator","level":3,"score":0.5346523523330688},{"id":"https://openalex.org/C166689943","wikidata":"https://www.wikidata.org/wiki/Q850283","display_name":"Interferometry","level":2,"score":0.49414971470832825},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.4772108197212219},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.433448851108551},{"id":"https://openalex.org/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.433003693819046},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4239782691001892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3070310354232788},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22901028394699097},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22853830456733704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09744429588317871},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/acc.2009.5159832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2009.5159832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 American Control Conference","raw_type":"proceedings-article"},{"id":"pmid:20454552","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20454552","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ... American Control Conference. American Control Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:2865653","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2865653","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc Am Control Conf","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:2865653","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2865653","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc Am Control Conf","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1983059581","https://openalex.org/W1985596818","https://openalex.org/W1987146434","https://openalex.org/W2009499606","https://openalex.org/W2012477017","https://openalex.org/W2013625699","https://openalex.org/W2014344218","https://openalex.org/W2023104354","https://openalex.org/W2041525561","https://openalex.org/W2078581078","https://openalex.org/W2087344433","https://openalex.org/W2096461090","https://openalex.org/W2098011960","https://openalex.org/W2108774953","https://openalex.org/W2110416773","https://openalex.org/W2122575075","https://openalex.org/W2126550790","https://openalex.org/W2128721648","https://openalex.org/W2147143800","https://openalex.org/W4247773531"],"related_works":["https://openalex.org/W2049040703","https://openalex.org/W2048446592","https://openalex.org/W2234327108","https://openalex.org/W2055108729","https://openalex.org/W3006686693","https://openalex.org/W2804107838","https://openalex.org/W1994127078","https://openalex.org/W1686858693","https://openalex.org/W2470712152","https://openalex.org/W2145258792"],"abstract_inverted_index":{"We":[0],"compared":[1],"four":[2,81],"algorithms":[3,55],"for":[4,69,123],"controlling":[5],"a":[6,75],"MEMS":[7],"deformable":[8,27,131],"mirror":[9,28,132],"of":[10,20,25,37,61,77,111,129],"an":[11,33],"adaptive":[12],"optics":[13],"(AO)":[14],"scanning":[15],"laser":[16],"ophthalmoscope.":[17],"Interferometer":[18],"measurements":[19],"the":[21,26,38,43,59,62,93,108,119,125,130,134],"static":[22],"nonlinear":[23],"response":[24],"were":[29,67],"used":[30],"to":[31,86],"form":[32],"equivalent":[34],"linear":[35],"model":[36],"AO":[39],"system":[40],"so":[41],"that":[42],"classic":[44],"integrator":[45],"plus":[46],"wavefront":[47,63,89],"reconstructor":[48],"type":[49],"controller":[50,120],"can":[51],"be":[52],"implemented.":[53],"The":[54,65],"differ":[56],"only":[57],"in":[58],"design":[60],"reconstructor.":[64],"comparisons":[66],"made":[68],"two":[70],"eyes":[71],"(two":[72],"individuals)":[73],"via":[74],"series":[76],"imaging":[78],"sessions.":[79],"All":[80],"controllers":[82],"performed":[83,133],"similarly":[84],"according":[85],"estimated":[87],"residual":[88],"error":[90],"not":[91],"reflecting":[92],"actual":[94],"image":[95,103,113],"quality":[96],"observed.":[97],"A":[98],"metric":[99],"based":[100],"on":[101,116],"mean":[102],"intensity":[104],"did":[105],"consistently":[106],"reflect":[107],"qualitative":[109],"observations":[110],"retinal":[112],"quality.":[114],"Based":[115],"this":[117],"metric,":[118],"most":[121],"effective":[122],"suppressing":[124],"least":[126],"significant":[127],"modes":[128],"best.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}