{"id":"https://openalex.org/W4385577799","doi":"https://doi.org/10.3390/s23156939","title":"Mechanomyography Signal Pattern Recognition of Knee and Ankle Movements Using Swarm Intelligence Algorithm-Based Feature Selection Methods","display_name":"Mechanomyography Signal Pattern Recognition of Knee and Ankle Movements Using Swarm Intelligence Algorithm-Based Feature Selection Methods","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385577799","doi":"https://doi.org/10.3390/s23156939","pmid":"https://pubmed.ncbi.nlm.nih.gov/37571722"},"language":"en","primary_location":{"id":"doi:10.3390/s23156939","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156939","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6939/pdf?version=1691130954","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/15/6939/pdf?version=1691130954","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100333804","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0003-4285-2167"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Nantong University, Nantong 226019, China"],"raw_orcid":"https://orcid.org/0000-0003-4285-2167","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nantong University, Nantong 226019, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027298447","display_name":"Maoxun Sun","orcid":"https://orcid.org/0000-0003-0276-7347"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoxun Sun","raw_affiliation_strings":["School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China"],"raw_orcid":"https://orcid.org/0000-0003-0276-7347","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089792666","display_name":"Chunming Xia","orcid":"https://orcid.org/0000-0003-0227-3558"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunming Xia","raw_affiliation_strings":["School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai 200237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai 200237, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102833823","display_name":"Jie Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhou","raw_affiliation_strings":["School of Mechanical Engineering, Nantong University, Nantong 226019, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nantong University, Nantong 226019, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000435339","display_name":"Gangsheng Cao","orcid":"https://orcid.org/0000-0001-7937-4977"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangsheng Cao","raw_affiliation_strings":["School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai 200237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai 200237, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109532026","display_name":"Qing Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Wu","raw_affiliation_strings":["School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai 200237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai 200237, China","institution_ids":["https://openalex.org/I143593769"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109532026"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.4858,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.54422049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"23","issue":"15","first_page":"6939","last_page":"6939"},"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":0.9998000264167786,"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/T10660","display_name":"Conducting polymers and applications","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6461153030395508},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.6008986830711365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5960448980331421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5545877814292908},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5084232687950134},{"id":"https://openalex.org/keywords/threshold-limit-value","display_name":"Threshold limit value","score":0.45272377133369446},{"id":"https://openalex.org/keywords/ankle","display_name":"Ankle","score":0.4448589086532593},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.435077428817749},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.43026870489120483},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.421478807926178},{"id":"https://openalex.org/keywords/sitting","display_name":"Sitting","score":0.4138643741607666},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32689058780670166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2924707531929016},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12083598971366882}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6461153030395508},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.6008986830711365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5960448980331421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5545877814292908},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5084232687950134},{"id":"https://openalex.org/C64413873","wikidata":"https://www.wikidata.org/wiki/Q21005","display_name":"Threshold limit value","level":2,"score":0.45272377133369446},{"id":"https://openalex.org/C2778640784","wikidata":"https://www.wikidata.org/wiki/Q168002","display_name":"Ankle","level":2,"score":0.4448589086532593},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.435077428817749},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.43026870489120483},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.421478807926178},{"id":"https://openalex.org/C2776370487","wikidata":"https://www.wikidata.org/wiki/Q1144593","display_name":"Sitting","level":2,"score":0.4138643741607666},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32689058780670166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2924707531929016},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12083598971366882},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000842","descriptor_name":"Ankle","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000842","descriptor_name":"Ankle","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000842","descriptor_name":"Ankle","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":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007717","descriptor_name":"Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23156939","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156939","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6939/pdf?version=1691130954","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:37571722","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37571722","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10422262","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10422262","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10422262/pdf/sensors-23-06939.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:246f1619c813495badbbc08371258b67","is_oa":true,"landing_page_url":"https://doaj.org/article/246f1619c813495badbbc08371258b67","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":"Sensors, Vol 23, Iss 15, p 6939 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/15/6939/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23156939","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":"Sensors; Volume 23; Issue 15; Pages: 6939","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23156939","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156939","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6939/pdf?version=1691130954","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324854","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385577799.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W432480467","https://openalex.org/W2044628302","https://openalex.org/W2086809917","https://openalex.org/W2089727703","https://openalex.org/W2174689071","https://openalex.org/W2559856295","https://openalex.org/W2560658613","https://openalex.org/W2585392941","https://openalex.org/W2770255849","https://openalex.org/W2770348256","https://openalex.org/W2797201270","https://openalex.org/W2891681470","https://openalex.org/W2990072603","https://openalex.org/W3008514739","https://openalex.org/W3011145085","https://openalex.org/W3011211609","https://openalex.org/W3026120157","https://openalex.org/W3028461828","https://openalex.org/W3043248516","https://openalex.org/W3043659444","https://openalex.org/W3046866666","https://openalex.org/W3087020486","https://openalex.org/W3094862970","https://openalex.org/W3131207985","https://openalex.org/W3132451580","https://openalex.org/W3153954529","https://openalex.org/W3156259309","https://openalex.org/W3158745887","https://openalex.org/W3160238633","https://openalex.org/W3167732198","https://openalex.org/W3185201038","https://openalex.org/W3194116415","https://openalex.org/W3196638878","https://openalex.org/W3200211655","https://openalex.org/W4226113665","https://openalex.org/W4281606539","https://openalex.org/W4292986745","https://openalex.org/W4309705333","https://openalex.org/W4322625624","https://openalex.org/W4378085500"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2750730210","https://openalex.org/W2116854923","https://openalex.org/W2236974868","https://openalex.org/W4312766348","https://openalex.org/W2730764323","https://openalex.org/W4382490379","https://openalex.org/W2846133431"],"abstract_inverted_index":{"Pattern":[0],"recognition":[1,47,93,108,129,161],"of":[2,18,48,163],"lower-limb":[3],"movements":[4,52,71],"based":[5,29],"on":[6,30,75],"mechanomyography":[7],"(MMG)":[8],"signals":[9],"has":[10],"a":[11,31,37,115,147,157],"certain":[12],"application":[13],"value":[14,105],"in":[15,53],"the":[16,45,54,76,82,103,107,111,128,132,138],"study":[17],"wearable":[19],"rehabilitation-training":[20],"devices.":[21],"In":[22],"this":[23],"paper,":[24],"MMG":[25,61,70],"feature":[26],"selection":[27],"methods":[28],"chameleon":[32],"swarm":[33],"algorithm":[34,40],"(CSA)":[35],"and":[36,50,56,66,85,90,123,152,165],"grasshopper":[38],"optimization":[39],"(GOA)":[41],"are":[42],"proposed":[43],"for":[44],"pattern":[46],"knee":[49,164],"ankle":[51,166],"sitting":[55],"standing":[57],"positions.":[58],"Wireless":[59],"multichannel":[60],"acquisition":[62],"systems":[63],"were":[64,95],"designed":[65],"used":[67],"to":[68,119],"collect":[69],"from":[72,110,131],"four":[73],"sites":[74],"subjects":[77],"thighs.":[78],"The":[79,141],"relationship":[80],"between":[81],"threshold":[83,104,139],"values":[84],"classification":[86],"accuracy":[87],"was":[88,100],"analyzed,":[89],"comparatively":[91],"high":[92],"rates":[94,109,130,162],"obtained":[96],"after":[97],"redundant":[98],"information":[99],"eliminated.":[101],"When":[102],"rose,":[106],"CSA":[112,158],"fluctuated":[113],"within":[114],"small":[116],"range:":[117],"up":[118],"88.17%":[120],"(sitting":[121],"position)":[122],"90.07%":[124],"(standing":[125],"position).":[126],"However,":[127],"GOA":[133,148],"drop":[134],"dramatically":[135],"when":[136],"increasing":[137],"value.":[140],"comparison":[142],"results":[143],"demonstrated":[144],"that":[145],"using":[146],"consumes":[149],"less":[150],"time":[151],"selects":[153],"fewer":[154],"features,":[155],"while":[156],"gives":[159],"higher":[160],"movements.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
