{"id":"https://openalex.org/W2534129474","doi":"https://doi.org/10.1109/embc.2016.7592069","title":"Design and validation of a high-order weighted-frequency fourier linear combiner-based Kalman filter for parkinsonian tremor estimation","display_name":"Design and validation of a high-order weighted-frequency fourier linear combiner-based Kalman filter for parkinsonian tremor estimation","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2534129474","doi":"https://doi.org/10.1109/embc.2016.7592069","mag":"2534129474","pmid":"https://pubmed.ncbi.nlm.nih.gov/28269595"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7592069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7592069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5034722146","display_name":"Yue Zhou","orcid":"https://orcid.org/0000-0002-8624-8730"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Y. Zhou","raw_affiliation_strings":["Biomedical Engineering Program and the Department of Electrical and Computer Engineering (ECE), Western University"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Program and the Department of Electrical and Computer Engineering (ECE), Western University","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038715480","display_name":"Mary E. Jenkins","orcid":"https://orcid.org/0000-0003-3368-5731"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. E. Jenkins","raw_affiliation_strings":["Movement Disorders Program, Clinical Neurological Sciences, Western University"],"affiliations":[{"raw_affiliation_string":"Movement Disorders Program, Clinical Neurological Sciences, Western University","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039782206","display_name":"Michael D. Naish","orcid":"https://orcid.org/0000-0001-7603-7182"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. D. Naish","raw_affiliation_strings":["Canadian Surgical Technologies and Advanced Robotics (CSTAR), Western University"],"affiliations":[{"raw_affiliation_string":"Canadian Surgical Technologies and Advanced Robotics (CSTAR), Western University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003665590","display_name":"Ana Luisa Trejos","orcid":"https://orcid.org/0000-0002-3616-2891"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. L. Trejos","raw_affiliation_strings":["CSTAR and ECE, Western University"],"affiliations":[{"raw_affiliation_string":"CSTAR and ECE, Western University","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034722146"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":0.8979,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.76955756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"5893","last_page":"5896"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10919","display_name":"Neurological disorders and treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.8876039981842041},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.658287525177002},{"id":"https://openalex.org/keywords/harmonics","display_name":"Harmonics","score":0.5688555836677551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.538677990436554},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.48220932483673096},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42935460805892944},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4010038375854492},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37738513946533203},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2148049771785736},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21167626976966858},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1458016037940979}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.8876039981842041},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.658287525177002},{"id":"https://openalex.org/C188414643","wikidata":"https://www.wikidata.org/wiki/Q3001183","display_name":"Harmonics","level":3,"score":0.5688555836677551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.538677990436554},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.48220932483673096},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42935460805892944},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4010038375854492},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37738513946533203},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2148049771785736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21167626976966858},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1458016037940979},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2016.7592069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7592069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28269595","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28269595","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ir.lib.uwo.ca:mechanicalpub-1042","is_oa":false,"landing_page_url":"https://ir.lib.uwo.ca/mechanicalpub/40","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mechanical and Materials Engineering Publications","raw_type":"conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W42299390","https://openalex.org/W126983237","https://openalex.org/W1593297353","https://openalex.org/W1596397204","https://openalex.org/W1970884720","https://openalex.org/W1978473739","https://openalex.org/W2002565472","https://openalex.org/W2089667477","https://openalex.org/W2093029239","https://openalex.org/W2096158247","https://openalex.org/W2115031193","https://openalex.org/W2123467994","https://openalex.org/W2123684668","https://openalex.org/W2131483723","https://openalex.org/W2132176043","https://openalex.org/W2167657128","https://openalex.org/W2322912881","https://openalex.org/W2343057921","https://openalex.org/W4285719527","https://openalex.org/W6601696552","https://openalex.org/W6635584747"],"related_works":["https://openalex.org/W2370517014","https://openalex.org/W2039242888","https://openalex.org/W2515867587","https://openalex.org/W1838021708","https://openalex.org/W2535445299","https://openalex.org/W2020985248","https://openalex.org/W75722962","https://openalex.org/W2362354458","https://openalex.org/W4214595193","https://openalex.org/W2347998791"],"abstract_inverted_index":{"The":[0,109,126,145],"design":[1],"of":[2,10,18,45,72,130,139],"a":[3,32,56,79,93],"tremor":[4,13,19,30,43,74,81,106,154],"estimator":[5,115,133],"is":[6,31,84,134],"an":[7,136],"important":[8],"part":[9],"designing":[11],"mechanical":[12],"suppression":[14,155],"orthoses.":[15],"A":[16],"number":[17],"estimators":[20,65],"have":[21,39,67],"been":[22],"developed":[23],"and":[24,48,52,86,92,123],"applied":[25],"with":[26,88],"the":[27,50,60,63,73,97,113,124,131,142],"assumption":[28],"that":[29,41,49,112],"mono-frequency":[33],"signal.":[34],"However,":[35],"recent":[36],"experimental":[37],"studies":[38],"shown":[40],"Parkinsonian":[42,105],"consists":[44],"multiple":[46],"frequencies,":[47],"second":[51],"third":[53],"harmonics":[54],"make":[55],"large":[57],"contribution":[58],"to":[59],"tremor.":[61],"Thus,":[62],"current":[64],"may":[66],"limited":[68],"performance":[69,118],"on":[70],"estimation":[71,82,128],"harmonics.":[75],"In":[76],"this":[77],"paper,":[78],"high-order":[80],"algorithm":[83,147],"proposed":[85,114,132,146],"compared":[87],"its":[89,120],"lower-order":[90,121,143],"counterpart":[91,122],"widely":[94],"used":[95],"estimator,":[96],"Weighted-frequency":[98],"Fourier":[99],"Linear":[100],"Combiner":[101],"(WFLC),":[102],"using":[103],"18":[104],"data":[107],"sets.":[108],"results":[110],"show":[111],"has":[116],"better":[117],"than":[119],"WFLC.":[125],"percentage":[127],"accuracy":[129],"85\u00b12.9%,":[135],"average":[137],"improvement":[138],"13%":[140],"over":[141],"counterpart.":[144],"holds":[148],"promise":[149],"for":[150],"use":[151],"in":[152],"wearable":[153],"devices.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
