{"id":"https://openalex.org/W3160564244","doi":"https://doi.org/10.3390/s21103372","title":"BeSafe B2.0 Smart Multisensory Platform for Safety in Workplaces","display_name":"BeSafe B2.0 Smart Multisensory Platform for Safety in Workplaces","publication_year":2021,"publication_date":"2021-05-12","ids":{"openalex":"https://openalex.org/W3160564244","doi":"https://doi.org/10.3390/s21103372","mag":"3160564244","pmid":"https://pubmed.ncbi.nlm.nih.gov/34066186"},"language":"en","primary_location":{"id":"doi:10.3390/s21103372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103372","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3372/pdf?version=1620826014","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/1424-8220/21/10/3372/pdf?version=1620826014","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024503991","display_name":"Sergio M\u00e1rquez-S\u00e1nchez","orcid":"https://orcid.org/0000-0003-0434-6538"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sergio M\u00e1rquez-S\u00e1nchez","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub (Spain), 37188 Salamanca, Spain","BISITE Research Group, University of Salamanca, Calle Espejo s/n. Edificio Multiusos I+D+i, 37007 Salamanca, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0434-6538","affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub (Spain), 37188 Salamanca, Spain","institution_ids":[]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Calle Espejo s/n. Edificio Multiusos I+D+i, 37007 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082087264","display_name":"Israel Campero-Jurado","orcid":"https://orcid.org/0000-0001-6934-6833"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Israel Campero-Jurado","raw_affiliation_strings":["Department of Mathematics and Computer Science, Eindhoven University of Technology, 5600MB Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Eindhoven University of Technology, 5600MB Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036747700","display_name":"Daniel Robles-Camarillo","orcid":"https://orcid.org/0000-0002-7637-5904"},"institutions":[{"id":"https://openalex.org/I4210095198","display_name":"Universidad Polit\u00e9cnica de Pachuca","ror":"https://ror.org/00r63rv29","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210095198"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Daniel Robles-Camarillo","raw_affiliation_strings":["Graduate School in Information Technology and Communications Research Department, Universidad Polit\u00e9cnica de Pachuca, Zempoala Hidalgo 43830, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7637-5904","affiliations":[{"raw_affiliation_string":"Graduate School in Information Technology and Communications Research Department, Universidad Polit\u00e9cnica de Pachuca, Zempoala Hidalgo 43830, Mexico","institution_ids":["https://openalex.org/I4210095198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033538827","display_name":"Sara Rodr\u0131\u0301guez","orcid":"https://orcid.org/0000-0002-3081-5177"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sara Rodr\u00edguez","raw_affiliation_strings":["BISITE Research Group, University of Salamanca, Calle Espejo s/n. Edificio Multiusos I+D+i, 37007 Salamanca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Calle Espejo s/n. Edificio Multiusos I+D+i, 37007 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070935465","display_name":"Juan M. Corchado","orcid":"https://orcid.org/0000-0002-2829-1829"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I226432","display_name":"Universiti Malaysia Kelantan","ror":"https://ror.org/0463y2v87","country_code":"MY","type":"education","lineage":["https://openalex.org/I226432"]},{"id":"https://openalex.org/I72375662","display_name":"Osaka Institute of Technology","ror":"https://ror.org/02znffm54","country_code":"JP","type":"education","lineage":["https://openalex.org/I72375662"]}],"countries":["ES","JP","MY"],"is_corresponding":false,"raw_author_name":"Juan M. Corchado-Rodr\u00edguez","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub (Spain), 37188 Salamanca, Spain","BISITE Research Group, University of Salamanca, Calle Espejo s/n. Edificio Multiusos I+D+i, 37007 Salamanca, Spain","Department of Electronics, Information and Communication, Faculty of Engineering, Osaka Institute of Technology, Osaka 535-8585, Japan","Faculty of Creative Technology & Heritage, Universiti Malaysia Kelantan, Locked Bag 01, Bachok, Kota Bharu 16300, Kelantan, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-2829-1829","affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub (Spain), 37188 Salamanca, Spain","institution_ids":[]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Calle Espejo s/n. Edificio Multiusos I+D+i, 37007 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"Department of Electronics, Information and Communication, Faculty of Engineering, Osaka Institute of Technology, Osaka 535-8585, Japan","institution_ids":["https://openalex.org/I72375662"]},{"raw_affiliation_string":"Faculty of Creative Technology & Heritage, Universiti Malaysia Kelantan, Locked Bag 01, Bachok, Kota Bharu 16300, Kelantan, Malaysia","institution_ids":["https://openalex.org/I226432"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024503991"],"corresponding_institution_ids":["https://openalex.org/I184999862"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.7457,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.86555625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"21","issue":"10","first_page":"3372","last_page":"3372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9722999930381775,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.639680027961731},{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.6091774702072144},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5988332629203796},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5682089924812317},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.554716169834137},{"id":"https://openalex.org/keywords/personal-protective-equipment","display_name":"Personal protective equipment","score":0.49309369921684265},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.47701215744018555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46374496817588806},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.4375470280647278},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.4275050163269043},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.4201262593269348},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.4185337424278259},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4179501533508301},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3678799569606781},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35114961862564087},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.334725558757782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31221455335617065},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2804279625415802},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.2630400061607361},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1688353717327118}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.639680027961731},{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.6091774702072144},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5988332629203796},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5682089924812317},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.554716169834137},{"id":"https://openalex.org/C2780668467","wikidata":"https://www.wikidata.org/wiki/Q1333024","display_name":"Personal protective equipment","level":5,"score":0.49309369921684265},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.47701215744018555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46374496817588806},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.4375470280647278},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.4275050163269043},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.4201262593269348},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.4185337424278259},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4179501533508301},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3678799569606781},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35114961862564087},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.334725558757782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31221455335617065},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2804279625415802},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.2630400061607361},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1688353717327118},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","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":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017132","descriptor_name":"Workplace","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017132","descriptor_name":"Workplace","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017132","descriptor_name":"Workplace","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21103372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103372","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3372/pdf?version=1620826014","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:34066186","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34066186","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:doaj.org/article:536b1d6149b247c799cbcc92cfece7a1","is_oa":true,"landing_page_url":"https://doaj.org/article/536b1d6149b247c799cbcc92cfece7a1","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 21, Iss 10, p 3372 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/10/3372/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21103372","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 21; Issue 10; Pages: 3372","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8151709","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8151709","pdf_url":null,"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"}],"best_oa_location":{"id":"doi:10.3390/s21103372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103372","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3372/pdf?version=1620826014","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":0.4099999964237213,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3160564244.pdf","grobid_xml":"https://content.openalex.org/works/W3160564244.grobid-xml"},"referenced_works_count":96,"referenced_works":["https://openalex.org/W22482183","https://openalex.org/W167168988","https://openalex.org/W1035207059","https://openalex.org/W1497385253","https://openalex.org/W1514587974","https://openalex.org/W1522669827","https://openalex.org/W1546503963","https://openalex.org/W1624712119","https://openalex.org/W1970099751","https://openalex.org/W1978614096","https://openalex.org/W1981404176","https://openalex.org/W1986870606","https://openalex.org/W1988189469","https://openalex.org/W1992673035","https://openalex.org/W1993636900","https://openalex.org/W2011430131","https://openalex.org/W2017634428","https://openalex.org/W2052145397","https://openalex.org/W2053207433","https://openalex.org/W2058415349","https://openalex.org/W2062121040","https://openalex.org/W2066392181","https://openalex.org/W2068503758","https://openalex.org/W2082297385","https://openalex.org/W2084553975","https://openalex.org/W2091499862","https://openalex.org/W2094647153","https://openalex.org/W2100106957","https://openalex.org/W2101654853","https://openalex.org/W2105046342","https://openalex.org/W2105637592","https://openalex.org/W2110783067","https://openalex.org/W2120636621","https://openalex.org/W2121941899","https://openalex.org/W2130293653","https://openalex.org/W2139646386","https://openalex.org/W2142057670","https://openalex.org/W2156221064","https://openalex.org/W2161029186","https://openalex.org/W2174636528","https://openalex.org/W2215554324","https://openalex.org/W2220887776","https://openalex.org/W2268212270","https://openalex.org/W2270470215","https://openalex.org/W2296192680","https://openalex.org/W2320625002","https://openalex.org/W2336648591","https://openalex.org/W2392395307","https://openalex.org/W2402268235","https://openalex.org/W2420529256","https://openalex.org/W2475767192","https://openalex.org/W2483356926","https://openalex.org/W2483723459","https://openalex.org/W2512118262","https://openalex.org/W2545992458","https://openalex.org/W2557695132","https://openalex.org/W2565188958","https://openalex.org/W2570094291","https://openalex.org/W2597223046","https://openalex.org/W2605516844","https://openalex.org/W2605755870","https://openalex.org/W2614944079","https://openalex.org/W2625609237","https://openalex.org/W2625691825","https://openalex.org/W2748923651","https://openalex.org/W2752122312","https://openalex.org/W2769927840","https://openalex.org/W2786088545","https://openalex.org/W2792616458","https://openalex.org/W2822261672","https://openalex.org/W2887907818","https://openalex.org/W2888943793","https://openalex.org/W2889769314","https://openalex.org/W2907071364","https://openalex.org/W2907301415","https://openalex.org/W2908550783","https://openalex.org/W2940439758","https://openalex.org/W2942071898","https://openalex.org/W2950678177","https://openalex.org/W2955720224","https://openalex.org/W2997549286","https://openalex.org/W3001153729","https://openalex.org/W3015395019","https://openalex.org/W3039949637","https://openalex.org/W3095567580","https://openalex.org/W3124309024","https://openalex.org/W4248936881","https://openalex.org/W4285719527","https://openalex.org/W4300672471","https://openalex.org/W6636556941","https://openalex.org/W6675805443","https://openalex.org/W6678007500","https://openalex.org/W6697688214","https://openalex.org/W6716986155","https://openalex.org/W6730981556","https://openalex.org/W6738557203"],"related_works":["https://openalex.org/W2748818549","https://openalex.org/W4304142278","https://openalex.org/W2342865424","https://openalex.org/W2587509230","https://openalex.org/W4283331601","https://openalex.org/W3097068272","https://openalex.org/W4210780304","https://openalex.org/W4313463160","https://openalex.org/W3093846146","https://openalex.org/W2529771760"],"abstract_inverted_index":{"Wearable":[0],"technologies":[1],"are":[2,52],"becoming":[3,26],"a":[4,9,31,36,130,166,175,221,262,281],"profitable":[5],"means":[6],"of":[7,22,61,79,95,134,149,152,192,242,264,287],"monitoring":[8,55,94],"person's":[10],"health":[11,98,219],"state,":[12],"such":[13,47],"as":[14,30,35,48],"heart":[15,110],"rate":[16,78,111],"and":[17,57,81,116,136,189,211,220,228,252,268,290,296,316],"physical":[18],"activity.":[19],"The":[20,92,124],"use":[21,241],"the":[23,58,77,96,140,150,153,184,190,197,240,253,258,271,278,284,293,308,318],"smartwatch":[24],"is":[25,122,127,214,236],"consolidated,":[27],"not":[28],"only":[29],"novelty":[32],"but":[33],"also":[34,237],"very":[37],"useful":[38],"tool":[39],"for":[40,54,160,270,292],"daily":[41],"use.":[42],"In":[43,139],"addition,":[44],"other":[45,172,254],"devices,":[46,173],"helmets":[49],"or":[50,109],"belts,":[51],"beneficial":[53],"workers":[56],"early":[59],"detection":[60],"any":[62],"anomaly.":[63],"They":[64],"can":[65,99,179],"provide":[66],"valuable":[67],"information,":[68],"especially":[69],"in":[70,102,132,183,275,304,320],"work":[71],"environments,":[72],"where":[73],"they":[74],"help":[75],"reduce":[76],"accidents":[80],"occupational":[82],"diseases,":[83],"which":[84],"makes":[85],"them":[86],"powerful":[87],"Personal":[88],"Protective":[89],"Equipment":[90],"(PPE).":[91],"constant":[93],"worker's":[97],"be":[100],"done":[101],"real-time,":[103],"through":[104,307],"temperature,":[105],"falls,":[106,295],"noise,":[107],"impacts,":[108],"meters,":[112],"activating":[113],"an":[114,120,146,321],"audible":[115],"vibrating":[117],"alarm":[118,322],"when":[119],"anomaly":[121],"detected.":[123],"gathered":[125],"information":[126,198,301],"transmitted":[128],"to":[129,158,199,216,314],"server":[131],"charge":[133],"collecting":[135],"processing":[137],"it.":[138],"first":[141],"place,":[142],"this":[143],"paper":[144],"provides":[145],"exhaustive":[147],"review":[148],"state":[151],"art":[154],"on":[155,202,239,249],"works":[156],"related":[157],"electronics":[159],"human":[161],"activity":[162],"behavior.":[163],"After":[164],"that,":[165],"smart":[167],"multisensory":[168],"bracelet,":[169],"combined":[170],"with":[171],"developed":[174],"control":[176],"platform":[177,309],"that":[178,310],"improve":[180,200],"operators'":[181,218],"security":[182],"working":[185],"environment.":[186],"Artificial":[187],"Intelligence":[188],"Internet":[191],"Things":[193],"(AIoT)":[194],"bring":[195],"together":[196],"safety":[201],"construction":[203],"sites,":[204],"power":[205,207],"stations,":[206],"lines,":[208],"etc.":[209],"Real-time":[210],"historic":[212],"data":[213,319],"used":[215,313],"monitor":[217],"hybrid":[222],"system":[223],"between":[224],"Gaussian":[225],"Mixture":[226],"Model":[227],"Human":[229],"Activity":[230],"Classification.":[231],"That":[232],"is,":[233],"our":[234],"contribution":[235],"founded":[238],"two":[243],"machine":[244],"learning":[245,251],"models,":[246],"one":[247,255],"based":[248],"unsupervised":[250],"supervised.":[256],"Where":[257],"GMM":[259],"gave":[260],"us":[261],"performance":[263],"80%,":[265],"85%,":[266],"70%,":[267],"80%":[269],"4":[272],"classes":[273],"classified":[274],"real":[276,305],"time,":[277],"LSTM":[279],"obtained":[280],"result":[282],"under":[283],"confusion":[285],"matrix":[286],"0.769,":[288],"0.892,":[289],"0.921":[291],"carrying-displacing,":[294],"walking-standing":[297],"activities,":[298],"respectively.":[299],"This":[300],"was":[302],"sent":[303],"time":[306],"has":[311],"been":[312],"analyze":[315],"process":[317],"system.":[323]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}