{"id":"https://openalex.org/W4411408753","doi":"https://doi.org/10.1109/tim.2025.3580871","title":"Neural Network-Based Estimation of Optical Feedback Factor in Self-Mixing Interferometry Systems Across Various Feedback Regimes","display_name":"Neural Network-Based Estimation of Optical Feedback Factor in Self-Mixing Interferometry Systems Across Various Feedback Regimes","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411408753","doi":"https://doi.org/10.1109/tim.2025.3580871"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3580871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3580871","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://laas.hal.science/hal-05120639/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008906111","display_name":"Mathieu Feuilloy","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210108471","display_name":"Le Mans Universit\u00e9","ror":"https://ror.org/01mtcc283","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210108471"]},{"id":"https://openalex.org/I4210149659","display_name":"\u00c9cole Sup\u00e9rieure d'\u00c9lectronique de l'Ouest","ror":"https://ror.org/04nx9ps90","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210149659"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mathieu Feuilloy","raw_affiliation_strings":["Groupe ESEO, Angers, France","Groupe ESEO, Angers, France and Laboratoire d&#x2019;Acoustique Le Mans Universite&#x00B4; (LAUM), UMR-CNRS 6613, Le Mans, France"],"raw_orcid":"https://orcid.org/0009-0000-5333-8177","affiliations":[{"raw_affiliation_string":"Groupe ESEO, Angers, France","institution_ids":["https://openalex.org/I4210149659"]},{"raw_affiliation_string":"Groupe ESEO, Angers, France and Laboratoire d&#x2019;Acoustique Le Mans Universite&#x00B4; (LAUM), UMR-CNRS 6613, Le Mans, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210108471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069102730","display_name":"Guy Plantier","orcid":"https://orcid.org/0000-0003-3066-2147"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210108471","display_name":"Le Mans Universit\u00e9","ror":"https://ror.org/01mtcc283","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210108471"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guy Plantier","raw_affiliation_strings":["Laboratoire d&#x2019;Acoustique Le Mans Universit&#x00E9; (LAUM), UMR-CNRS 6613, Le Mans, France","Laboratoire d&#x2019;Acoustique Le Mans Universite&#x00B4; (LAUM), UMR-CNRS 6613, Le Mans, France"],"raw_orcid":"https://orcid.org/0000-0003-3066-2147","affiliations":[{"raw_affiliation_string":"Laboratoire d&#x2019;Acoustique Le Mans Universit&#x00E9; (LAUM), UMR-CNRS 6613, Le Mans, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210108471"]},{"raw_affiliation_string":"Laboratoire d&#x2019;Acoustique Le Mans Universite&#x00B4; (LAUM), UMR-CNRS 6613, Le Mans, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210108471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018696426","display_name":"Francis Jayat","orcid":"https://orcid.org/0000-0003-1703-6029"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210159245","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francis Jayat","raw_affiliation_strings":["Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, CNRS, INP, University of Toulouse, Toulouse, France","Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, University of Toulouse, CNRS, INP, Toulouse, France"],"raw_orcid":"https://orcid.org/0000-0003-1703-6029","affiliations":[{"raw_affiliation_string":"Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, CNRS, INP, University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903"]},{"raw_affiliation_string":"Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, University of Toulouse, CNRS, INP, Toulouse, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I1294671590","https://openalex.org/I190497903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015337090","display_name":"Olivier D. Bernal","orcid":"https://orcid.org/0000-0002-8889-0620"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210159245","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Bernal","raw_affiliation_strings":["Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, CNRS, INP, University of Toulouse, Toulouse, France","Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, University of Toulouse, CNRS, INP, Toulouse, France"],"raw_orcid":"https://orcid.org/0000-0002-8889-0620","affiliations":[{"raw_affiliation_string":"Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, CNRS, INP, University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903"]},{"raw_affiliation_string":"Laboratory of Analysis and Architecture of Systems, LAAS-CNRS, University of Toulouse, CNRS, INP, Toulouse, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I1294671590","https://openalex.org/I190497903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008906111"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210108471","https://openalex.org/I4210149659"],"apc_list":null,"apc_paid":null,"fwci":1.2427,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80727982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11429","display_name":"Semiconductor Lasers and Optical Devices","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11429","display_name":"Semiconductor Lasers and Optical Devices","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10299","display_name":"Photonic and Optical Devices","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/artificial-neural-network","display_name":"Artificial neural network","score":0.6115156412124634},{"id":"https://openalex.org/keywords/interferometry","display_name":"Interferometry","score":0.5833157896995544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5050643086433411},{"id":"https://openalex.org/keywords/mixing","display_name":"Mixing (physics)","score":0.5008852481842041},{"id":"https://openalex.org/keywords/feedback-control","display_name":"Feedback control","score":0.4338025152683258},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4168604016304016},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.41340315341949463},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3020932674407959},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2914789021015167},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.28250885009765625},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.223724365234375},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21467936038970947},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1193179190158844}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6115156412124634},{"id":"https://openalex.org/C166689943","wikidata":"https://www.wikidata.org/wiki/Q850283","display_name":"Interferometry","level":2,"score":0.5833157896995544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5050643086433411},{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.5008852481842041},{"id":"https://openalex.org/C3018651601","wikidata":"https://www.wikidata.org/wiki/Q183635","display_name":"Feedback control","level":2,"score":0.4338025152683258},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4168604016304016},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.41340315341949463},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3020932674407959},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2914789021015167},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.28250885009765625},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.223724365234375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21467936038970947},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1193179190158844},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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":2,"locations":[{"id":"doi:10.1109/tim.2025.3580871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3580871","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05120639v1","is_oa":true,"landing_page_url":"https://laas.hal.science/hal-05120639","pdf_url":"https://laas.hal.science/hal-05120639/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/11040039","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05120639v1","is_oa":true,"landing_page_url":"https://laas.hal.science/hal-05120639","pdf_url":"https://laas.hal.science/hal-05120639/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/11040039","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3270333498","display_name":null,"funder_award_id":"ANR-20-CE42-0010","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6528761140","display_name":null,"funder_award_id":"ANR-20-CE42-0010 PICSONDE","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411408753.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1429826346","https://openalex.org/W1970393621","https://openalex.org/W1994152395","https://openalex.org/W2007185369","https://openalex.org/W2089997550","https://openalex.org/W2106612654","https://openalex.org/W2135691910","https://openalex.org/W2152119845","https://openalex.org/W2161633752","https://openalex.org/W2165703093","https://openalex.org/W2167397268","https://openalex.org/W2415463706","https://openalex.org/W2918132584","https://openalex.org/W2999323063","https://openalex.org/W3120441290","https://openalex.org/W3163316088","https://openalex.org/W4212863985","https://openalex.org/W4280652439","https://openalex.org/W4299381249","https://openalex.org/W4385453658","https://openalex.org/W4385493218","https://openalex.org/W6863372075"],"related_works":["https://openalex.org/W4396932139","https://openalex.org/W1988809445","https://openalex.org/W2112026144","https://openalex.org/W2045753504","https://openalex.org/W2016541458","https://openalex.org/W4248877799","https://openalex.org/W2128409859","https://openalex.org/W2102036934","https://openalex.org/W4249003478","https://openalex.org/W2045227467"],"abstract_inverted_index":{"Self-mixing":[0],"interferometry":[1],"(SMI)":[2],"system":[3,27],"is":[4,188],"a":[5,42,83,147,230],"promising":[6],"and":[7,15,103,121,129,135,167],"low-cost":[8],"approach":[9],"for":[10,45,146,170],"displacement":[11,18,127,217],"measurements.":[12],"The":[13],"resolution":[14],"precision":[16],"of":[17,24,65,72,115,211],"estimation":[19,96,162],"depend":[20],"on":[21,31,53],"key":[22],"parameters":[23],"the":[25,32,73,95,100,110,116,142,177,209],"SMI":[26,66,74],"and,":[28],"in":[29,118,126],"particular,":[30],"optical":[33],"feedback":[34,149,179],"factor":[35,51],"(<italic":[36,181],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[37,49,112,154,172,182,194],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</i>).":[38],"This":[39,107],"paper":[40],"presents":[41],"new":[43],"method":[44,117,143],"estimating":[46],"this":[47,186],"<italic":[48,111,153,171,193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</i>":[50,155,173,183,195],"based":[52],"an":[54,159],"artificial":[55],"neural":[56,85],"network":[57,86],"that":[58,141],"analyzes":[59],"certain":[60],"specific":[61],"fringe":[62],"shape":[63],"features":[64,71],"signals.":[67],"Specifically,":[68],"only":[69],"six":[70],"signal":[75],"are":[76],"taken":[77],"into":[78,229],"account":[79],"as":[80],"input":[81],"to":[82,165,214],"compact":[84],"with":[87,158,199,208],"one":[88],"hidden":[89],"neuron":[90],"layer":[91],"(14":[92],"neurons)":[93],"by":[94],"process,":[97],"which":[98,226],"reduces":[99],"computational":[101,224],"cost":[102],"simplifies":[104],"its":[105],"deployment.":[106],"study":[108],"evaluates":[109],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</i>-estimation":[113],"capability":[114],"various":[119],"simulated":[120],"experimental":[122],"scenarios,":[123],"including":[124],"variations":[125],"amplitude":[128],"frequency,":[130],"random":[131],"displacements,":[132],"noise":[133],"levels":[134],"speckle":[136],"effects.":[137],"These":[138],"analyses":[139],"show":[140,202],"works":[144],"correctly":[145],"moderate":[148],"regime":[150,180],"(1":[151],"<":[152,156,196],"4.6)":[157],"average":[160],"relative":[161],"error":[163,187],"inferior":[164],"5%":[166],"even":[168],"2%":[169,191],"\u2265":[174],"1.5.":[175],"For":[176],"strong":[178],">":[184],"4.6),":[185],"less":[189],"than":[190],"(for":[192],"8).":[197],"Comparisons":[198],"other":[200],"methods":[201],"similar":[203],"or":[204,220],"better":[205],"accuracy":[206],"but":[207],"advantage":[210],"being":[212],"able":[213],"handle":[215],"all":[216],"waveforms":[218],"(sinusoidal":[219],"arbitrary)":[221],"at":[222],"low":[223],"cost,":[225],"facilitates":[227],"integration":[228],"real-time":[231],"embedded":[232],"system.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
