{"id":"https://openalex.org/W4388634746","doi":"https://doi.org/10.3390/s23229100","title":"Physical Exertion Recognition Using Surface Electromyography and Inertial Measurements for Occupational Ergonomics","display_name":"Physical Exertion Recognition Using Surface Electromyography and Inertial Measurements for Occupational Ergonomics","publication_year":2023,"publication_date":"2023-11-10","ids":{"openalex":"https://openalex.org/W4388634746","doi":"https://doi.org/10.3390/s23229100","pmid":"https://pubmed.ncbi.nlm.nih.gov/38005488"},"language":"en","primary_location":{"id":"doi:10.3390/s23229100","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23229100","pdf_url":"https://www.mdpi.com/1424-8220/23/22/9100/pdf?version=1699612225","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/1424-8220/23/22/9100/pdf?version=1699612225","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093253738","display_name":"Elsa Concha-P\u00e9rez","orcid":"https://orcid.org/0000-0002-9712-7192"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Elsa Concha-P\u00e9rez","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9712-7192","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011270393","display_name":"Hugo G. Gonz\u00e1lez-Hern\u00e1ndez","orcid":"https://orcid.org/0000-0001-6495-9980"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Hugo G. Gonzalez-Hernandez","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-6495-9980","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076164967","display_name":"Jorge A. Reyes-Avenda\u00f1o","orcid":"https://orcid.org/0000-0002-2797-9381"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge A. Reyes-Avenda\u00f1o","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2797-9381","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, NL, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011270393"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":7.374,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97518711,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"23","issue":"22","first_page":"9100","last_page":"9100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13315","display_name":"Occupational Health and Safety in Workplaces","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13315","display_name":"Occupational Health and Safety in Workplaces","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9789000153541565,"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/wearable-computer","display_name":"Wearable computer","score":0.6318008899688721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5816405415534973},{"id":"https://openalex.org/keywords/exertion","display_name":"Exertion","score":0.5670862197875977},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5588111281394958},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48248958587646484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4812069237232208},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4758855104446411},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4737946689128876},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4599757194519043},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4465230107307434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3804055452346802},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3329720199108124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22727081179618835},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.12791708111763},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09086957573890686}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6318008899688721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5816405415534973},{"id":"https://openalex.org/C2778310968","wikidata":"https://www.wikidata.org/wiki/Q14536140","display_name":"Exertion","level":2,"score":0.5670862197875977},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5588111281394958},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48248958587646484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4812069237232208},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4758855104446411},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4737946689128876},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4599757194519043},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4465230107307434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3804055452346802},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3329720199108124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22727081179618835},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.12791708111763},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09086957573890686},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems 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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005082","descriptor_name":"Physical Exertion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005082","descriptor_name":"Physical Exertion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005082","descriptor_name":"Physical Exertion","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":"D006804","descriptor_name":"Ergonomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.3390/s23229100","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23229100","pdf_url":"https://www.mdpi.com/1424-8220/23/22/9100/pdf?version=1699612225","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:38005488","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38005488","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:10674923","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10674923","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10674923/pdf/sensors-23-09100.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:961277cf2afa4d59bd3d563c8d1716de","is_oa":true,"landing_page_url":"https://doaj.org/article/961277cf2afa4d59bd3d563c8d1716de","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 22, p 9100 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23229100","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23229100","pdf_url":"https://www.mdpi.com/1424-8220/23/22/9100/pdf?version=1699612225","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":[{"id":"https://metadata.un.org/sdg/8","score":0.699999988079071,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1610105408","display_name":null,"funder_award_id":"1028589","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G8205945770","display_name":null,"funder_award_id":"A01551967","funder_id":"https://openalex.org/F4320323037","funder_display_name":"Instituto Tecnol\u00f3gico y de Estudios Superiores de Monterrey"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320323037","display_name":"Instituto Tecnol\u00f3gico y de Estudios Superiores de Monterrey","ror":"https://ror.org/03ayjn504"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388634746.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2084964860","https://openalex.org/W2154285228","https://openalex.org/W2195342085","https://openalex.org/W2282481780","https://openalex.org/W2488164446","https://openalex.org/W2502334226","https://openalex.org/W2736191430","https://openalex.org/W2766244917","https://openalex.org/W2811120979","https://openalex.org/W2887191090","https://openalex.org/W2890616297","https://openalex.org/W2903355561","https://openalex.org/W2911085338","https://openalex.org/W2941126359","https://openalex.org/W2949544190","https://openalex.org/W2967135779","https://openalex.org/W2971455263","https://openalex.org/W2996752666","https://openalex.org/W3006715563","https://openalex.org/W3011358627","https://openalex.org/W3011844345","https://openalex.org/W3015666110","https://openalex.org/W3018654560","https://openalex.org/W3022268687","https://openalex.org/W3024620277","https://openalex.org/W3026192548","https://openalex.org/W3042010852","https://openalex.org/W3053607413","https://openalex.org/W3089188715","https://openalex.org/W3093457130","https://openalex.org/W3133452651","https://openalex.org/W3142851483","https://openalex.org/W3146261424","https://openalex.org/W3151382510","https://openalex.org/W3161627409","https://openalex.org/W3163400780","https://openalex.org/W3167658226","https://openalex.org/W3175778223","https://openalex.org/W3205037627","https://openalex.org/W3211583657","https://openalex.org/W4253468817","https://openalex.org/W4308970696","https://openalex.org/W4312174150"],"related_works":["https://openalex.org/W2091018038","https://openalex.org/W2225378543","https://openalex.org/W4287122200","https://openalex.org/W9839718","https://openalex.org/W3110613631","https://openalex.org/W2040913503","https://openalex.org/W3166845860","https://openalex.org/W2742744817","https://openalex.org/W3202472720","https://openalex.org/W2393010104"],"abstract_inverted_index":{"By":[0],"observing":[1],"the":[2,12,25,67,70,99,103,110,120,141],"actions":[3],"taken":[4],"by":[5,76,118],"operators,":[6],"it":[7],"is":[8,24,49,95,149],"possible":[9,65],"to":[10,36,50,54,151],"determine":[11],"risk":[13],"level":[14],"of":[15,27,46,69,109],"a":[16,37,52,78,87],"work":[17],"task.":[18],"One":[19],"method":[20,53],"for":[21,97],"achieving":[22],"this":[23,47],"recognition":[26],"human":[28],"activity":[29],"using":[30,77],"biosignals":[31],"and":[32,59,85,124,126],"inertial":[33],"measurements":[34],"provided":[35],"machine":[38,91],"learning":[39],"algorithm":[40],"performing":[41,127],"such":[42],"recognition.":[43],"The":[44,106],"aim":[45],"research":[48],"propose":[51],"automatically":[55],"recognize":[56],"physical":[57,146],"exertion":[58,100,147],"reduce":[60],"noise":[61],"as":[62,64],"much":[63],"towards":[66],"automation":[68],"Job":[71],"Strain":[72],"Index":[73],"(JSI)":[74],"assessment":[75],"motion":[79],"capture":[80],"wearable":[81],"device":[82],"(MindRove":[83],"armband)":[84],"training":[86],"quadratic":[88],"support":[89],"vector":[90],"(QSVM)":[92],"model,":[93],"which":[94,115],"responsible":[96],"predicting":[98],"depending":[101],"on":[102],"patterns":[104],"identified.":[105],"highest":[107],"accuracy":[108],"QSVM":[111],"model":[112],"was":[113,116,137],"95.7%,":[114],"achieved":[117],"filtering":[119],"data,":[121],"removing":[122],"outliers":[123],"offsets,":[125],"zero":[128],"calibration;":[129],"in":[130,155],"addition,":[131],"EMG":[132],"signals":[133],"were":[134],"normalized.":[135],"It":[136],"determined":[138],"that,":[139],"given":[140],"job":[142],"strain":[143],"index's":[144],"purpose,":[145],"detection":[148],"crucial":[150],"computing":[152],"its":[153],"intensity":[154],"future":[156],"work.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}
