{"id":"https://openalex.org/W2973414847","doi":"https://doi.org/10.1109/tie.2019.2920595","title":"Voluntary and FES-Induced Finger Movement Estimation Using Muscle Deformation Features","display_name":"Voluntary and FES-Induced Finger Movement Estimation Using Muscle Deformation Features","publication_year":2019,"publication_date":"2019-06-07","ids":{"openalex":"https://openalex.org/W2973414847","doi":"https://doi.org/10.1109/tie.2019.2920595","mag":"2973414847"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2019.2920595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2019.2920595","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","raw_type":"journal-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/A5101587228","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0002-4792-9007"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4792-9007","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059131338","display_name":"Jia Zeng","orcid":"https://orcid.org/0000-0003-0682-4898"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Zeng","raw_affiliation_strings":["State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042538910","display_name":"Kairu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kairu Li","raw_affiliation_strings":["School of Computing, University of Portsmouth, Portsmouth, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Portsmouth, Portsmouth, U.K","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103126102","display_name":"Yinfeng Fang","orcid":"https://orcid.org/0000-0001-5794-8925"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinfeng Fang","raw_affiliation_strings":["School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5794-8925","affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085867312","display_name":"Honghai Liu","orcid":"https://orcid.org/0000-0002-2880-4698"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Honghai Liu","raw_affiliation_strings":["School of Computing, University of Portsmouth, Portsmouth, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2880-4698","affiliations":[{"raw_affiliation_string":"School of Computing, University of Portsmouth, Portsmouth, U.K","institution_ids":["https://openalex.org/I63072094"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101587228"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.8972,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.72503839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"67","issue":"5","first_page":"4002","last_page":"4012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/support-vector-machine","display_name":"Support vector machine","score":0.596165657043457},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5663082599639893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5560874342918396},{"id":"https://openalex.org/keywords/functional-movement","display_name":"Functional movement","score":0.5538430213928223},{"id":"https://openalex.org/keywords/forearm","display_name":"Forearm","score":0.5287789106369019},{"id":"https://openalex.org/keywords/functional-electrical-stimulation","display_name":"Functional electrical stimulation","score":0.4546738564968109},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4525156021118164},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.44652464985847473},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4379972219467163},{"id":"https://openalex.org/keywords/muscle-belly","display_name":"Muscle belly","score":0.4268798232078552},{"id":"https://openalex.org/keywords/muscle-contraction","display_name":"Muscle contraction","score":0.4229182004928589},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.41540849208831787},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32111501693725586},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.191232830286026},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12612411379814148},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09557968378067017},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08721745014190674},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.08495399355888367}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.596165657043457},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5663082599639893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5560874342918396},{"id":"https://openalex.org/C64635419","wikidata":"https://www.wikidata.org/wiki/Q5508837","display_name":"Functional movement","level":2,"score":0.5538430213928223},{"id":"https://openalex.org/C2780214079","wikidata":"https://www.wikidata.org/wiki/Q228537","display_name":"Forearm","level":2,"score":0.5287789106369019},{"id":"https://openalex.org/C2777766275","wikidata":"https://www.wikidata.org/wiki/Q1327643","display_name":"Functional electrical stimulation","level":3,"score":0.4546738564968109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4525156021118164},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.44652464985847473},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4379972219467163},{"id":"https://openalex.org/C2910330609","wikidata":"https://www.wikidata.org/wiki/Q79033736","display_name":"Muscle belly","level":3,"score":0.4268798232078552},{"id":"https://openalex.org/C2776050358","wikidata":"https://www.wikidata.org/wiki/Q127006","display_name":"Muscle contraction","level":2,"score":0.4229182004928589},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.41540849208831787},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32111501693725586},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.191232830286026},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12612411379814148},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09557968378067017},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08721745014190674},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.08495399355888367},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C2780105995","wikidata":"https://www.wikidata.org/wiki/Q232358","display_name":"Tendon","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2019.2920595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2019.2920595","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G2567398775","display_name":null,"funder_award_id":"61733011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6326172953","display_name":null,"funder_award_id":"51575338","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W576506256","https://openalex.org/W1560705737","https://openalex.org/W1561075814","https://openalex.org/W1968781294","https://openalex.org/W1969563952","https://openalex.org/W1981255726","https://openalex.org/W2004931716","https://openalex.org/W2017024524","https://openalex.org/W2021681877","https://openalex.org/W2027933188","https://openalex.org/W2034948186","https://openalex.org/W2037905137","https://openalex.org/W2047028564","https://openalex.org/W2048821221","https://openalex.org/W2051029025","https://openalex.org/W2054480352","https://openalex.org/W2058680317","https://openalex.org/W2071959860","https://openalex.org/W2077647691","https://openalex.org/W2083994028","https://openalex.org/W2084040901","https://openalex.org/W2087982300","https://openalex.org/W2097292795","https://openalex.org/W2112802476","https://openalex.org/W2115463211","https://openalex.org/W2115647181","https://openalex.org/W2134659836","https://openalex.org/W2138983889","https://openalex.org/W2140196823","https://openalex.org/W2165067332","https://openalex.org/W2246027075","https://openalex.org/W2294948572","https://openalex.org/W2342880992","https://openalex.org/W2342953064","https://openalex.org/W2342969844","https://openalex.org/W2555494072","https://openalex.org/W2589367020","https://openalex.org/W2765800347","https://openalex.org/W2790685303","https://openalex.org/W2802527938","https://openalex.org/W2809646756","https://openalex.org/W2923724424","https://openalex.org/W4255455317"],"related_works":["https://openalex.org/W2944567017","https://openalex.org/W2327512862","https://openalex.org/W2101229098","https://openalex.org/W3083607806","https://openalex.org/W4238540925","https://openalex.org/W2884402127","https://openalex.org/W2261307815","https://openalex.org/W3120395217","https://openalex.org/W4389571737","https://openalex.org/W2808646842"],"abstract_inverted_index":{"It":[0],"is":[1],"practically":[2],"crucial":[3],"to":[4,28,66,83,144,151],"estimate":[5,29,84],"dexterous":[6],"hand":[7,30,86],"movement":[8,32,88],"for":[9,37,89,132,179],"applications":[10],"such":[11],"as":[12,115],"prosthetics":[13],"and":[14,43,76,127,134,146,173],"rehabilitation,":[15],"especially":[16],"scenarios":[17,40],"actively":[18],"assisted":[19],"with":[20,41,104],"functional":[21],"electrical":[22],"stimulation":[23],"(FES).":[24],"This":[25],"paper":[26],"attempts":[27],"finger":[31,62,87,170],"through":[33],"forearm":[34,162],"muscle":[35,45,98,102,140,163],"deformation":[36,141,164],"both":[38,131],"clinical":[39],"voluntary":[42,145],"FES-induced":[44,147],"contractions":[46],"based":[47],"on":[48],"A-mode":[49,167],"ultrasound":[50],"sensing":[51,69],"approaches.":[52],"Six":[53],"healthy":[54],"subjects":[55],"participated":[56],"in":[57,165],"the":[58,68,85,93,157,161,175],"experiment":[59],"of":[60,111,160],"middle":[61],"movement.":[63],"In":[64],"order":[65],"evaluate":[67],"approach,":[70],"a":[71,77],"least-squares":[72],"support-vector-machine":[73],"(LS-SVM)":[74],"model":[75,80],"linear-ridge":[78],"(LR)":[79],"were":[81,149],"developed":[82],"datasets":[90,114],"captured":[91],"from":[92],"flexor":[94],"digitorum":[95,101],"superficialis":[96],"(FDS)":[97],"belly,":[99],"extensor":[100],"belly":[103],"or":[105],"without":[106],"FES.":[107],"The":[108],"average":[109],"results":[110,155],"using":[112],"FDS":[113],"inputs":[116],"revealed":[117],"excellent":[118],"evaluation":[119],"performance":[120],"(R":[121],"<sup":[122],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[123],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[124],">":[125],"0.9":[126],"RMSE":[128],"<;":[129],"10%)":[130],"LR":[133],"LS-SVM":[135],"regression":[136],"technologies.":[137],"Furthermore,":[138],"finger-movements-related":[139],"features":[142],"corresponding":[143],"contraction":[148],"proved":[150],"be":[152],"different.":[153],"These":[154],"demonstrated":[156],"potential":[158],"application":[159],"wearable":[166],"ultrasound-based":[168],"prosthesis":[169],"movements":[171],"control":[172],"optimizing":[174],"closed-loop":[176],"FES":[177],"system":[178],"motor":[180],"function":[181],"rehabilitation.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
