{"id":"https://openalex.org/W3201104264","doi":"https://doi.org/10.1109/iccsce52189.2021.9530983","title":"Fall Detection System Using Wearable Sensors with Automated Notification","display_name":"Fall Detection System Using Wearable Sensors with Automated Notification","publication_year":2021,"publication_date":"2021-08-27","ids":{"openalex":"https://openalex.org/W3201104264","doi":"https://doi.org/10.1109/iccsce52189.2021.9530983","mag":"3201104264"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce52189.2021.9530983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce52189.2021.9530983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 11th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062150924","display_name":"Aini Hafizah Mohd Saod","orcid":"https://orcid.org/0000-0002-3304-657X"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Aini Hafizah Mohd Saod","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","institution_ids":["https://openalex.org/I82724352"]},{"raw_affiliation_string":"School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014824067","display_name":"Aisamuddin Aizat Mustafa","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aisamuddin Aizat Mustafa","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","institution_ids":["https://openalex.org/I82724352"]},{"raw_affiliation_string":"School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022903950","display_name":"Zainal Hisham Che Soh","orcid":"https://orcid.org/0000-0001-7976-078X"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zainal Hisham Che Soh","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","institution_ids":["https://openalex.org/I82724352"]},{"raw_affiliation_string":"School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071296362","display_name":"Siti Azura Ramlan","orcid":"https://orcid.org/0000-0002-1656-5239"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Azura Ramlan","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","institution_ids":["https://openalex.org/I82724352"]},{"raw_affiliation_string":"School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036148089","display_name":"Nur Athiqah Harron","orcid":"https://orcid.org/0000-0002-7916-7377"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nur Athiqah Harron","raw_affiliation_strings":["Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus,School of Electrical Engineering, College of Engineering,Penang,Malaysia","institution_ids":["https://openalex.org/I82724352"]},{"raw_affiliation_string":"School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Permatang Pauh Campus, Penang, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062150924"],"corresponding_institution_ids":["https://openalex.org/I82724352"],"apc_list":null,"apc_paid":null,"fwci":0.2882,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55970588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"182","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9977999925613403,"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":0.9977999925613403,"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":0.9778000116348267,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7977759838104248},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7883551120758057},{"id":"https://openalex.org/keywords/sitting","display_name":"Sitting","score":0.7302248477935791},{"id":"https://openalex.org/keywords/falling","display_name":"Falling (accident)","score":0.632277250289917},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.6268672943115234},{"id":"https://openalex.org/keywords/slipping","display_name":"Slipping","score":0.5906938910484314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5590535402297974},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5245991945266724},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.5114032626152039},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.4767928123474121},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4497402608394623},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.42684346437454224},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.37267354130744934},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3041016161441803},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2031380832195282},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20055630803108215},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.15100711584091187}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7977759838104248},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7883551120758057},{"id":"https://openalex.org/C2776370487","wikidata":"https://www.wikidata.org/wiki/Q1144593","display_name":"Sitting","level":2,"score":0.7302248477935791},{"id":"https://openalex.org/C2779079380","wikidata":"https://www.wikidata.org/wiki/Q333495","display_name":"Falling (accident)","level":2,"score":0.632277250289917},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.6268672943115234},{"id":"https://openalex.org/C2777045574","wikidata":"https://www.wikidata.org/wiki/Q196100","display_name":"Slipping","level":2,"score":0.5906938910484314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5590535402297974},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5245991945266724},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.5114032626152039},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.4767928123474121},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4497402608394623},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.42684346437454224},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.37267354130744934},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3041016161441803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2031380832195282},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20055630803108215},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.15100711584091187},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","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},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce52189.2021.9530983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce52189.2021.9530983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 11th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1566752807","https://openalex.org/W2007739294","https://openalex.org/W2013582641","https://openalex.org/W2056017117","https://openalex.org/W2079841778","https://openalex.org/W2130103019","https://openalex.org/W2409288908","https://openalex.org/W2557695132","https://openalex.org/W2587389109","https://openalex.org/W2607843306","https://openalex.org/W2779297249","https://openalex.org/W4285719527","https://openalex.org/W6664540538","https://openalex.org/W6733320131"],"related_works":["https://openalex.org/W2372999110","https://openalex.org/W3136493222","https://openalex.org/W65309699","https://openalex.org/W2005824415","https://openalex.org/W2997803326","https://openalex.org/W4302556568","https://openalex.org/W4200444887","https://openalex.org/W3116950120","https://openalex.org/W2005248729","https://openalex.org/W2473524598"],"abstract_inverted_index":{"Nowadays,":[0],"elderly":[1,82],"people":[2],"mostly":[3],"are":[4,17,74,78],"living":[5,15],"independently":[6],"in":[7],"their":[8,11,21,48],"hometowns.":[9],"Hence,":[10],"activities":[12],"of":[13,55,67,88,155],"daily":[14],"(ADL)":[16],"not":[18],"monitored":[19,114],"by":[20],"family":[22],"and":[23,76,108,129,143],"may":[24],"lead":[25],"to":[26,80,84,110,122],"accident":[27],"cases":[28],"such":[29,39],"as":[30,40],"falling":[31,89],"or":[32,43],"slipping.":[33],"This":[34],"situation":[35],"can":[36,140],"cause":[37],"trauma":[38],"brain":[41],"injury":[42],"other":[44],"side":[45],"effects":[46],"on":[47,97,101,105],"health.":[49],"In":[50],"this":[51],"project,":[52],"a":[53,98,106,145,148],"prototype":[54],"fall":[56,149],"detection":[57],"system":[58,139],"was":[59],"developed":[60],"using":[61],"wearable":[62],"sensors":[63,72],"via":[64],"the":[65,81,102,116,124,134,137],"internet":[66],"things":[68],"(IoT)":[69],"platform.":[70],"Wearable":[71],"which":[73],"gyroscope":[75],"accelerometer":[77],"attached":[79],"person":[83],"obtain":[85],"significant":[86],"data":[87],"detection.":[90],"Several":[91],"ADLs":[92,128],"i.e.,":[93],"walking,":[94],"standing,":[95],"sitting":[96,100,109],"chair,":[99],"floor,":[103],"laying":[104],"bed,":[107],"standing":[111],"will":[112],"be":[113],"among":[115],"elders.":[117],"Data":[118],"analysis":[119],"is":[120,151],"performed":[121],"identify":[123],"condition":[125],"between":[126],"selected":[127],"imitated":[130],"falls":[131,142],"scenarios.":[132],"From":[133],"experimental":[135],"results,":[136],"proposed":[138],"detect":[141],"send":[144],"notification":[146],"when":[147],"occurrence":[150],"detected":[152],"with":[153],"accuracy":[154],"97%.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}