{"id":"https://openalex.org/W3025209159","doi":"https://doi.org/10.1109/jbhi.2020.2993697","title":"A New Force Myography-Based Approach for Continuous Estimation of Knee Joint Angle in Lower Limb Amputees and Able-Bodied Subjects","display_name":"A New Force Myography-Based Approach for Continuous Estimation of Knee Joint Angle in Lower Limb Amputees and Able-Bodied Subjects","publication_year":2020,"publication_date":"2020-05-12","ids":{"openalex":"https://openalex.org/W3025209159","doi":"https://doi.org/10.1109/jbhi.2020.2993697","mag":"3025209159","pmid":"https://pubmed.ncbi.nlm.nih.gov/32396114"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.2993697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2993697","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-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/A5029407896","display_name":"Amit Kumar","orcid":"https://orcid.org/0000-0002-3965-6627"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Amit Kumar","raw_affiliation_strings":["Indian Institute of Technology Delhi, Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055956027","display_name":"Anoop Kant Godiyal","orcid":"https://orcid.org/0000-0002-6759-5980"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anoop Kant Godiyal","raw_affiliation_strings":["Indian Institute of Technology Delhi, Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101965902","display_name":"Pradeep Joshi","orcid":"https://orcid.org/0000-0002-7481-1004"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep Joshi","raw_affiliation_strings":["Graphic Era Hill University, Uttarakhand, India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University, Uttarakhand, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044846698","display_name":"Deepak Joshi","orcid":"https://orcid.org/0000-0002-7978-6493"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]},{"id":"https://openalex.org/I63739035","display_name":"All India Institute of Medical Sciences","ror":"https://ror.org/02dwcqs71","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210148677","https://openalex.org/I63739035"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Joshi","raw_affiliation_strings":["All India Institute of Medical Science Delhi, New Delhi, India","Indian Institute of Technology Delhi, Delhi, India"],"affiliations":[{"raw_affiliation_string":"All India Institute of Medical Science Delhi, New Delhi, India","institution_ids":["https://openalex.org/I63739035"]},{"raw_affiliation_string":"Indian Institute of Technology Delhi, Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029407896"],"corresponding_institution_ids":["https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":1.9965,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.85715618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"25","issue":"3","first_page":"701","last_page":"710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9984999895095825,"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/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electrical-impedance-myography","display_name":"Electrical impedance myography","score":0.5729383826255798},{"id":"https://openalex.org/keywords/thigh","display_name":"Thigh","score":0.570614755153656},{"id":"https://openalex.org/keywords/knee-joint","display_name":"Knee Joint","score":0.5697392821311951},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5635076761245728},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5599809885025024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5403435826301575},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5102648735046387},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5064364671707153},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"Root mean square","score":0.4890754818916321},{"id":"https://openalex.org/keywords/treadmill","display_name":"Treadmill","score":0.47359469532966614},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.42352718114852905},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3692277669906616},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.35871410369873047},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2884385585784912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27508866786956787},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.20084944367408752},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16279229521751404},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.1465928554534912},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11824434995651245},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11354255676269531}],"concepts":[{"id":"https://openalex.org/C1918360","wikidata":"https://www.wikidata.org/wiki/Q5357720","display_name":"Electrical impedance myography","level":3,"score":0.5729383826255798},{"id":"https://openalex.org/C2779018429","wikidata":"https://www.wikidata.org/wiki/Q129757","display_name":"Thigh","level":2,"score":0.570614755153656},{"id":"https://openalex.org/C2908736133","wikidata":"https://www.wikidata.org/wiki/Q37425","display_name":"Knee Joint","level":2,"score":0.5697392821311951},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5635076761245728},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5599809885025024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5403435826301575},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5102648735046387},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5064364671707153},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.4890754818916321},{"id":"https://openalex.org/C2781464450","wikidata":"https://www.wikidata.org/wiki/Q839144","display_name":"Treadmill","level":2,"score":0.47359469532966614},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.42352718114852905},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3692277669906616},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.35871410369873047},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2884385585784912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27508866786956787},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.20084944367408752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16279229521751404},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.1465928554534912},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11824434995651245},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11354255676269531},{"id":"https://openalex.org/C120770815","wikidata":"https://www.wikidata.org/wiki/Q14859627","display_name":"Vasodilation","level":2,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000674","descriptor_name":"Amputees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000674","descriptor_name":"Amputees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000674","descriptor_name":"Amputees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001186","descriptor_name":"Artificial Limbs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001186","descriptor_name":"Artificial Limbs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001186","descriptor_name":"Artificial Limbs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007719","descriptor_name":"Knee Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D007719","descriptor_name":"Knee Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D007719","descriptor_name":"Knee Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2020.2993697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2993697","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:32396114","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32396114","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1972194218","https://openalex.org/W1996380370","https://openalex.org/W2002204150","https://openalex.org/W2013384045","https://openalex.org/W2014757721","https://openalex.org/W2023879221","https://openalex.org/W2026736881","https://openalex.org/W2029919975","https://openalex.org/W2041548718","https://openalex.org/W2053115431","https://openalex.org/W2060776358","https://openalex.org/W2064784570","https://openalex.org/W2065150014","https://openalex.org/W2066596310","https://openalex.org/W2069372512","https://openalex.org/W2070188654","https://openalex.org/W2072588720","https://openalex.org/W2086103016","https://openalex.org/W2097998040","https://openalex.org/W2105809017","https://openalex.org/W2120557068","https://openalex.org/W2120843288","https://openalex.org/W2122842359","https://openalex.org/W2125818553","https://openalex.org/W2138983889","https://openalex.org/W2143522756","https://openalex.org/W2154437362","https://openalex.org/W2162768983","https://openalex.org/W2163648427","https://openalex.org/W2167135438","https://openalex.org/W2318502288","https://openalex.org/W2466222407","https://openalex.org/W2481944450","https://openalex.org/W2520675421","https://openalex.org/W2567470251","https://openalex.org/W2744906851","https://openalex.org/W2762367260","https://openalex.org/W2766547795","https://openalex.org/W2775426576","https://openalex.org/W2796711653","https://openalex.org/W2802384909","https://openalex.org/W2803884960","https://openalex.org/W2805961086","https://openalex.org/W2887345499","https://openalex.org/W2912180257","https://openalex.org/W2912794871","https://openalex.org/W2939344161","https://openalex.org/W2942786135","https://openalex.org/W2965100371","https://openalex.org/W2996504602","https://openalex.org/W2996887859","https://openalex.org/W6677554729","https://openalex.org/W6699590210"],"related_works":["https://openalex.org/W1971122449","https://openalex.org/W2766789395","https://openalex.org/W2138048264","https://openalex.org/W1780306819","https://openalex.org/W2003999896","https://openalex.org/W2488509359","https://openalex.org/W2004376327","https://openalex.org/W1597282781","https://openalex.org/W1884737485","https://openalex.org/W4362701208"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,29,61],"new":[6],"method":[7],"for":[8,116],"estimating":[9],"knee":[10,73],"joint":[11,74],"angle":[12,75],"using":[13],"force":[14,19,43,77],"myography.":[15],"The":[16,80,110,138,147],"technique":[17],"utilized":[18],"myogram":[20,78],"signals":[21],"from":[22,56,76],"thigh":[23],"muscles":[24],"while":[25,106],"subjects":[26,59,86],"walked":[27],"on":[28],"treadmill":[30],"at":[31,89,94,99,122,127,133],"different":[32],"speeds,":[33,103],"i.e.,":[34],"slow,":[35],"medium,":[36],"fast,":[37],"and":[38,60,104,131,157],"run.":[39],"An":[40,64],"eight-channel":[41],"in-house":[42],"myography":[44],"(FMG)":[45],"data":[46,54],"acquisition":[47],"system":[48,148],"was":[49,68,87,120],"developed":[50],"to":[51,70],"collect":[52],"the":[53,72,84,114,117],"wirelessly":[55],"seven":[57],"healthy":[58,85],"transfemoral":[62,118],"amputee.":[63],"artificial":[65],"neural":[66],"network":[67],"employed":[69],"estimate":[71],"signals.":[79],"root-mean-square":[81,111],"error":[82],"across":[83,113],"6.9\u00b11.5\u00b0":[88],"slow":[90,123],"(1.5":[91],"km/hr),":[92,97,125],"6.5\u00b11.3\u00b0":[93],"medium":[95,128],"(4":[96],"7.4\u00b12.2\u00b0":[98],"fast":[100,134],"(6":[101],"km/hr)":[102,130,136],"8.1\u00b12.2\u00b0":[105],"running":[107],"(8":[108],"km/hr).":[109],"error,":[112],"trials,":[115],"amputee":[119],"4.0\u00b11.2\u00b0":[121],"(1":[124],"3.2\u00b10.6\u00b0":[126],"(2":[129],"3.8\u00b10.9\u00b0":[132],"(3":[135],"speeds.":[137],"proposed":[139],"approach":[140],"is":[141,149],"useful":[142],"in":[143,153],"real-time":[144],"gait":[145],"analysis.":[146],"easily":[150],"wearable,":[151],"convenient":[152],"out-door":[154],"use,":[155],"portable,":[156],"commercially":[158],"viable.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}