{"id":"https://openalex.org/W3094258673","doi":"https://doi.org/10.3390/sym12111750","title":"Gyro Motor State Evaluation and Prediction Using the Extended Hidden Markov Model","display_name":"Gyro Motor State Evaluation and Prediction Using the Extended Hidden Markov Model","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3094258673","doi":"https://doi.org/10.3390/sym12111750","mag":"3094258673"},"language":"en","primary_location":{"id":"doi:10.3390/sym12111750","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12111750","pdf_url":"https://www.mdpi.com/2073-8994/12/11/1750/pdf?version=1604367369","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/12/11/1750/pdf?version=1604367369","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103059593","display_name":"Lei Dong","orcid":"https://orcid.org/0000-0003-0401-2925"},"institutions":[{"id":"https://openalex.org/I133270356","display_name":"Tianjin University of Technology and Education","ror":"https://ror.org/035gwtk09","country_code":"CN","type":"education","lineage":["https://openalex.org/I133270356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Dong","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin 300222, China","Tianjin Navigation Instrument Research Institute, Tianjin 300131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin 300222, China","institution_ids":["https://openalex.org/I133270356"]},{"raw_affiliation_string":"Tianjin Navigation Instrument Research Institute, Tianjin 300131, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040002375","display_name":"Jianfei Wang","orcid":"https://orcid.org/0000-0003-1575-4473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianfei Wang","raw_affiliation_strings":["Tianjin Navigation Instrument Research Institute, Tianjin 300131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Navigation Instrument Research Institute, Tianjin 300131, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063349276","display_name":"Ming\u2010Lang Tseng","orcid":"https://orcid.org/0000-0002-2702-3590"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]},{"id":"https://openalex.org/I4210126829","display_name":"China Medical University Hospital","ror":"https://ror.org/0368s4g32","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210126829"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY","TW"],"is_corresponding":true,"raw_author_name":"Ming-Lang Tseng","raw_affiliation_strings":["Department of Medical Research, China Medical University Hospital, China Medical University, Taichung 40402, Taiwan","Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","Institute of Innovation and Circular Economy, Asia University, Taichung 41354, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-2702-3590","affiliations":[{"raw_affiliation_string":"Department of Medical Research, China Medical University Hospital, China Medical University, Taichung 40402, Taiwan","institution_ids":["https://openalex.org/I4210126829","https://openalex.org/I184693016"]},{"raw_affiliation_string":"Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Institute of Innovation and Circular Economy, Asia University, Taichung 41354, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009753955","display_name":"Zhiyong Yang","orcid":"https://orcid.org/0000-0002-4409-4999"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiyong Yang","raw_affiliation_strings":["Tianjin Navigation Instrument Research Institute, Tianjin 300131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Navigation Instrument Research Institute, Tianjin 300131, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065574993","display_name":"Benfu Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benfu Ma","raw_affiliation_strings":["Tianjin Navigation Instrument Research Institute, Tianjin 300131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Navigation Instrument Research Institute, Tianjin 300131, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443350","display_name":"Lingling Li","orcid":"https://orcid.org/0000-0002-6130-2518"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling-Ling Li","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063349276"],"corresponding_institution_ids":["https://openalex.org/I143578492","https://openalex.org/I184693016","https://openalex.org/I4210126829","https://openalex.org/I885383172"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.2977,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.56917186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"11","first_page":"1750","last_page":"1750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9986000061035156,"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7453750371932983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6221257448196411},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5700629949569702},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.5415518283843994},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.49487465620040894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4571215808391571},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.4565945565700531},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3005039691925049},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1968124508857727},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.11881527304649353}],"concepts":[{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7453750371932983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6221257448196411},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5700629949569702},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.5415518283843994},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.49487465620040894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4571215808391571},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.4565945565700531},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3005039691925049},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1968124508857727},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.11881527304649353},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym12111750","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12111750","pdf_url":"https://www.mdpi.com/2073-8994/12/11/1750/pdf?version=1604367369","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c3f2a9dfb23e47838457bd37635acdae","is_oa":true,"landing_page_url":"https://doaj.org/article/c3f2a9dfb23e47838457bd37635acdae","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 12, Iss 11, p 1750 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/12/11/1750/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym12111750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry; Volume 12; Issue 11; Pages: 1750","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym12111750","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12111750","pdf_url":"https://www.mdpi.com/2073-8994/12/11/1750/pdf?version=1604367369","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G1588476260","display_name":null,"funder_award_id":"51475136","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094258673.pdf","grobid_xml":"https://content.openalex.org/works/W3094258673.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W251578582","https://openalex.org/W1974470404","https://openalex.org/W1976619771","https://openalex.org/W1986397312","https://openalex.org/W1988455509","https://openalex.org/W1995430360","https://openalex.org/W1995529841","https://openalex.org/W2019928639","https://openalex.org/W2031321561","https://openalex.org/W2056076127","https://openalex.org/W2064643849","https://openalex.org/W2084816725","https://openalex.org/W2086021758","https://openalex.org/W2125838338","https://openalex.org/W2135479611","https://openalex.org/W2140336071","https://openalex.org/W2147129131","https://openalex.org/W2149854044","https://openalex.org/W2153544382","https://openalex.org/W2291859485","https://openalex.org/W2327370144","https://openalex.org/W2327473694","https://openalex.org/W2468367897","https://openalex.org/W2468873599","https://openalex.org/W2582827436","https://openalex.org/W2618757996","https://openalex.org/W2621387416","https://openalex.org/W2742086083","https://openalex.org/W2754508014","https://openalex.org/W2767741297","https://openalex.org/W2772109667","https://openalex.org/W2778801251","https://openalex.org/W2789971926","https://openalex.org/W2790568836","https://openalex.org/W2792707938","https://openalex.org/W2794121917","https://openalex.org/W2794183031","https://openalex.org/W2794462139","https://openalex.org/W2801633820","https://openalex.org/W2893365861","https://openalex.org/W2965814962","https://openalex.org/W2982498405","https://openalex.org/W3002050706","https://openalex.org/W6647524860"],"related_works":["https://openalex.org/W1510894296","https://openalex.org/W2134386692","https://openalex.org/W2084326697","https://openalex.org/W2194396582","https://openalex.org/W2027903142","https://openalex.org/W2082284720","https://openalex.org/W2116722627","https://openalex.org/W2537260108","https://openalex.org/W2354322608","https://openalex.org/W2158700654"],"abstract_inverted_index":{"This":[0,72,111],"study":[1,73],"extracted":[2],"the":[3,7,25,36,41,58,61,75,87,92,96],"featured":[4],"vectors":[5,16,93],"in":[6],"same":[8],"way":[9],"from":[10,39,78],"testing":[11],"data":[12,84,105,121],"and":[13,46,70,85,99,132,141,143,152],"substituted":[14],"these":[15],"into":[17],"a":[18],"trained":[19],"hidden":[20,107,127],"Markov":[21,108,128],"model":[22,89,109,113,129],"to":[23,57,64,90,95,101,115],"get":[24],"log":[26,30],"likelihood":[27,31],"probability.":[28],"The":[29,136],"probability":[32],"was":[33],"matched":[34],"with":[35,125],"time\u2013probability":[37],"curve":[38],"where":[40],"gyro":[42,66,82,119,149],"motor":[43,67,83,120,150],"state":[44,68],"evaluation":[45,69,140],"prediction":[47,142],"were":[48],"realized.":[49],"A":[50],"core":[51],"component":[52],"of":[53,60],"gyroscopes":[54],"is":[55],"linked":[56],"reliability":[59],"inertia":[62],"system":[63],"conduct":[65],"prediction.":[71],"features":[74],"vectors\u2019":[76],"extraction":[77,100],"full":[79,102,116],"life":[80,103,117],"cycle":[81,104,118],"completes":[86],"training":[88],"feature":[91],"according":[94],"time":[97],"sequence":[98],"undergoing":[106],"training.":[110],"proposed":[112],"applies":[114],"for":[122,148],"validation,":[123],"compared":[124],"traditional":[126],"predictive":[130],"methods":[131],"health":[133],"condition-trained":[134],"data.":[135],"results":[137],"suggest":[138],"precise":[139],"provide":[144],"an":[145],"important":[146],"basis":[147],"repair":[151],"replacement":[153],"strategies.":[154]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
