{"id":"https://openalex.org/W4205810649","doi":"https://doi.org/10.1109/access.2021.3132656","title":"Machine Learning Based Fall Detector With a Sensorized Tip","display_name":"Machine Learning Based Fall Detector With a Sensorized Tip","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4205810649","doi":"https://doi.org/10.1109/access.2021.3132656"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3132656","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3132656","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09635773.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09635773.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087109473","display_name":"Asier Brull","orcid":"https://orcid.org/0000-0003-4639-970X"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Asier Brull Mesanza","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, Faculty of Engineering of Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4639-970X","affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, Faculty of Engineering of Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035144482","display_name":"Ilaria D\u2019Ascanio","orcid":"https://orcid.org/0009-0000-1568-7149"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ilaria D\u2019Ascanio","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012304289","display_name":"Asier Zubizarreta","orcid":"https://orcid.org/0000-0001-6049-2308"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Asier Zubizarreta","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, Faculty of Engineering of Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6049-2308","affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, Faculty of Engineering of Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014286353","display_name":"Luca Palmerini","orcid":"https://orcid.org/0000-0003-4758-662X"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Palmerini","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4758-662X","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012299262","display_name":"Lorenzo Chiari","orcid":"https://orcid.org/0000-0002-2318-4370"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Chiari","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2318-4370","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi”, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011428441","display_name":"Itziar Cabanes","orcid":"https://orcid.org/0000-0002-1949-953X"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Itziar Cabanes","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, Faculty of Engineering of Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1949-953X","affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, Faculty of Engineering of Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087109473"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5819,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.69726755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"164106","last_page":"164117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.979200005531311,"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7910842299461365},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7317845225334167},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7139246463775635},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6318833827972412},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6115838289260864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5435447692871094},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.44483137130737305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3778713047504425},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37368497252464294},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32366669178009033},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1223452091217041}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7910842299461365},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7317845225334167},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7139246463775635},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6318833827972412},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6115838289260864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5435447692871094},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.44483137130737305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3778713047504425},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37368497252464294},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32366669178009033},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1223452091217041},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2021.3132656","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3132656","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09635773.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:addi.ehu.eus:10810/68372","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/68372","pdf_url":"http://addi.ehu.es/bitstream/10810/68372/1/PaperPrincipal.pdf","source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:cris.unibo.it:11585/863839","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9635773","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:2a88d0af6b494322bea62d9598c35ed7","is_oa":true,"landing_page_url":"https://doaj.org/article/2a88d0af6b494322bea62d9598c35ed7","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":"IEEE Access, Vol 9, Pp 164106-164117 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3132656","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3132656","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09635773.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1875210312","display_name":null,"funder_award_id":"GIU19/045","funder_id":"https://openalex.org/F4320321919","funder_display_name":"Euskal Herriko Unibertsitatea"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2713276326","display_name":null,"funder_award_id":"by MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6532852175","display_name":null,"funder_award_id":"PID2020-112667RB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7162266856","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320321919","funder_display_name":"Euskal Herriko Unibertsitatea"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8047449858","display_name":null,"funder_award_id":"DPI 2007-82694-R","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8589184301","display_name":null,"funder_award_id":"PIF18/067","funder_id":"https://openalex.org/F4320321919","funder_display_name":"Euskal Herriko Unibertsitatea"}],"funders":[{"id":"https://openalex.org/F4320321919","display_name":"Euskal Herriko Unibertsitatea","ror":"https://ror.org/000xsnr85"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323553","display_name":"Universit\u00e0 di Bologna","ror":"https://ror.org/01111rn36"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205810649.pdf","grobid_xml":"https://content.openalex.org/works/W4205810649.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1566752807","https://openalex.org/W1973199006","https://openalex.org/W1987355247","https://openalex.org/W2009071650","https://openalex.org/W2009559600","https://openalex.org/W2020957915","https://openalex.org/W2021002687","https://openalex.org/W2026759935","https://openalex.org/W2028319392","https://openalex.org/W2051097274","https://openalex.org/W2060689305","https://openalex.org/W2064478533","https://openalex.org/W2072637932","https://openalex.org/W2073089263","https://openalex.org/W2074488215","https://openalex.org/W2076068958","https://openalex.org/W2079458432","https://openalex.org/W2079936037","https://openalex.org/W2086023031","https://openalex.org/W2096391442","https://openalex.org/W2101161342","https://openalex.org/W2104706302","https://openalex.org/W2118157558","https://openalex.org/W2128628418","https://openalex.org/W2133140997","https://openalex.org/W2134426937","https://openalex.org/W2149404071","https://openalex.org/W2151642109","https://openalex.org/W2159261453","https://openalex.org/W2170672895","https://openalex.org/W2338892592","https://openalex.org/W2482368507","https://openalex.org/W2746870488","https://openalex.org/W2772973030","https://openalex.org/W2773326826","https://openalex.org/W2794934809","https://openalex.org/W2800341636","https://openalex.org/W2801118647","https://openalex.org/W2884184520","https://openalex.org/W2896783937","https://openalex.org/W2948396258","https://openalex.org/W2952954391","https://openalex.org/W2965754820","https://openalex.org/W2983901852","https://openalex.org/W2989951903","https://openalex.org/W3037235256","https://openalex.org/W3047269081","https://openalex.org/W3101028550","https://openalex.org/W3105608450","https://openalex.org/W3110045218","https://openalex.org/W3114974496","https://openalex.org/W3119013901","https://openalex.org/W3120599689","https://openalex.org/W3125298362","https://openalex.org/W3126750064","https://openalex.org/W3127786468","https://openalex.org/W3193844347","https://openalex.org/W6680350228","https://openalex.org/W6962934175"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2009888974","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W2355539379","https://openalex.org/W4231410700","https://openalex.org/W4237770763","https://openalex.org/W2053352781"],"abstract_inverted_index":{"Fall":[0,89,140,201,217],"detection":[1,42],"has":[2,56],"become":[3],"an":[4],"area":[5],"of":[6,62,126,132,171,196],"interest":[7],"in":[8,50,64,146,168],"recent":[9],"years,":[10],"as":[11,70],"quick":[12],"response":[13],"to":[14,19,28,107,122,225],"these":[15],"events":[16],"is":[17,92,120,166,189],"critical":[18],"reduce":[20],"the":[21,60,96,117,124,127,130,133,138,155,194,197,212],"morbidity":[22],"and":[23,44,160,203],"mortality":[24],"rate.":[25],"In":[26,80,184],"order":[27],"ensure":[29],"proper":[30],"fall":[31,125,131],"detection,":[32],"several":[33],"technologies":[34],"have":[35,180],"been":[36,57],"developed,":[37],"including":[38],"vision":[39],"system,":[40],"environmental":[41],"systems,":[43],"wearable":[45],"sensor":[46],"based":[47,88,200,227],"systems.":[48],"However,":[49],"elderly":[51],"or":[52,72,223],"impaired":[53],"people,":[54],"it":[55],"shown":[58],"that":[59,136,179,211],"implementation":[61],"sensors":[63],"Assistive":[65,109],"Devices":[66,110],"for":[67,111],"Walking,":[68],"such":[69],"crutches":[71],"canes,":[73],"can":[74,104],"also":[75],"be":[76,105],"a":[77,83,100,169,186,204],"promising":[78],"alternative.":[79],"this":[81],"work,":[82],"Support":[84],"Vector":[85],"Machine":[86],"(SVM)":[87],"Detection":[90,218],"system":[91],"proposed,":[93],"which":[94,103],"uses":[95,142],"data":[97],"provided":[98],"by":[99,176,192],"Sensorized":[101,198],"Tip":[102,199],"attached":[106],"different":[108,182],"Walking":[112],"(ADW).":[113],"Unlike":[114],"other":[115],"approaches,":[116],"developed":[118,139],"one":[119,150],"able":[121],"differentiate":[123],"ADW":[128,161],"from":[129],"user.":[134],"For":[135],"purpose,":[137],"Detector":[141,202],"two":[143],"modules":[144],"connected":[145],"series.":[147],"The":[148,163],"first":[149],"detects":[151],"all":[152],"falls,":[153],"while":[154],"second":[156],"differentiates":[157],"between":[158],"user":[159],"falls.":[162,183],"proposed":[164,213],"approach":[165,214],"validated":[167],"set":[170],"experimental":[172],"tests":[173],"carried":[174,190],"out":[175,191],"healthy":[177],"volunteers":[178],"simulated":[181],"addition,":[185],"comparative":[187],"analysis":[188],"comparing":[193],"performance":[195],"state-of-the-art":[205],"commercial":[206],"accelerometer":[207],"system.":[208],"Results":[209],"demonstrate":[210],"provides":[215],"high":[216],"Ratios":[219],"(over":[220],"90%),":[221],"similar":[222],"higher":[224],"wearable-sensor":[226],"approaches.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}