{"id":"https://openalex.org/W4391250021","doi":"https://doi.org/10.1109/ic3i59117.2023.10397709","title":"Mobile Sensing Based Classification System For Human Fall Detection","display_name":"Mobile Sensing Based Classification System For Human Fall Detection","publication_year":2023,"publication_date":"2023-09-14","ids":{"openalex":"https://openalex.org/W4391250021","doi":"https://doi.org/10.1109/ic3i59117.2023.10397709"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i59117.2023.10397709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i59117.2023.10397709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5046837143","display_name":"Rohit Singh Rana","orcid":null},"institutions":[{"id":"https://openalex.org/I933318745","display_name":"Dehradun Institute of Technology University","ror":"https://ror.org/01v5k4d73","country_code":"IN","type":"education","lineage":["https://openalex.org/I933318745"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Singh Rana","raw_affiliation_strings":["School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","School of Computing, DIT Univerity, Dehradun, Uttarakhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I933318745"]},{"raw_affiliation_string":"School of Computing, DIT Univerity, Dehradun, Uttarakhand, India","institution_ids":["https://openalex.org/I933318745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074725469","display_name":"Neelam Bora","orcid":null},"institutions":[{"id":"https://openalex.org/I933318745","display_name":"Dehradun Institute of Technology University","ror":"https://ror.org/01v5k4d73","country_code":"IN","type":"education","lineage":["https://openalex.org/I933318745"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neelam Bora","raw_affiliation_strings":["School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","School of Computing, DIT Univerity, Dehradun, Uttarakhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I933318745"]},{"raw_affiliation_string":"School of Computing, DIT Univerity, Dehradun, Uttarakhand, India","institution_ids":["https://openalex.org/I933318745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030635177","display_name":"Shubham Chaudhary","orcid":"https://orcid.org/0000-0003-3800-9310"},"institutions":[{"id":"https://openalex.org/I933318745","display_name":"Dehradun Institute of Technology University","ror":"https://ror.org/01v5k4d73","country_code":"IN","type":"education","lineage":["https://openalex.org/I933318745"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shubham Chaudhary","raw_affiliation_strings":["School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","School of Computing, DIT Univerity, Dehradun, Uttarakhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I933318745"]},{"raw_affiliation_string":"School of Computing, DIT Univerity, Dehradun, Uttarakhand, India","institution_ids":["https://openalex.org/I933318745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100653001","display_name":"Tarun Kumar","orcid":"https://orcid.org/0000-0003-1811-6952"},"institutions":[{"id":"https://openalex.org/I933318745","display_name":"Dehradun Institute of Technology University","ror":"https://ror.org/01v5k4d73","country_code":"IN","type":"education","lineage":["https://openalex.org/I933318745"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tarun Kumar","raw_affiliation_strings":["School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","School of Computing, DIT Univerity, Dehradun, Uttarakhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, DIT Univerity,Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I933318745"]},{"raw_affiliation_string":"School of Computing, DIT Univerity, Dehradun, Uttarakhand, India","institution_ids":["https://openalex.org/I933318745"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1836506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9609000086784363,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9531999826431274,"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/accelerometer","display_name":"Accelerometer","score":0.8586869239807129},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.6955071091651917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6407451629638672},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5036348700523376},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5027289390563965},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45143231749534607},{"id":"https://openalex.org/keywords/falling","display_name":"Falling (accident)","score":0.4392739534378052},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38917696475982666},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33855682611465454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2220470905303955},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22000136971473694},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1618354618549347}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8586869239807129},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.6955071091651917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6407451629638672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5036348700523376},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5027289390563965},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45143231749534607},{"id":"https://openalex.org/C2779079380","wikidata":"https://www.wikidata.org/wiki/Q333495","display_name":"Falling (accident)","level":2,"score":0.4392739534378052},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38917696475982666},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33855682611465454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2220470905303955},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22000136971473694},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1618354618549347},{"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/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/ic3i59117.2023.10397709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i59117.2023.10397709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.550000011920929,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2097423923","https://openalex.org/W2304267454","https://openalex.org/W2305269547","https://openalex.org/W2543632018","https://openalex.org/W2969864035","https://openalex.org/W2974089011","https://openalex.org/W3016966174","https://openalex.org/W3156714642","https://openalex.org/W4213016839","https://openalex.org/W4220858547"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W1973973903","https://openalex.org/W2545168295","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W2156308897","https://openalex.org/W4303613760","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684"],"abstract_inverted_index":{"The":[0],"elderly":[1,145],"are":[2,35],"at":[3],"a":[4,11,126,190],"considerable":[5],"risk":[6],"of":[7,14,31,74,100,117,198,204,210],"falls,":[8],"which":[9],"is":[10],"primary":[12],"cause":[13],"hospitalization":[15],"and":[16,47,53,70,76,125,139],"injury.":[17],"Statistics":[18],"from":[19],"the":[20,72,114,136,177,182,202,205],"CDC":[21],"pointed":[22],"out":[23],"that":[24],"one":[25],"in":[26,43,97,109,189,207],"four":[27],"Americans":[28],"65":[29],"years":[30],"age":[32],"or":[33,173],"older":[34],"susceptible":[36],"to":[37,62,93,105,120,131,151,156],"falling":[38],"incidents.":[39],"Each":[40],"year,":[41],"resulting":[42,188],"over":[44],"800,000":[45],"hospitalizations":[46],"27,000":[48],"deaths":[49],"annually.":[50],"Fall":[51],"detection":[52,107,162],"rescue":[54],"systems":[55,85,163],"based":[56],"on":[57],"technology":[58],"have":[59],"been":[60,186],"developed":[61,130],"address":[63],"this":[64,98,110],"issue,":[65],"provide":[66],"prompt":[67],"emergency":[68],"assistance,":[69],"reduce":[71],"incidence":[73],"injuries":[75],"associated":[77],"healthcare":[78],"costs.":[79],"This":[80,90,141,200],"paper":[81,111],"systematically":[82],"reviews":[83],"sensor-based":[84,160],"for":[86],"detecting":[87],"fallen":[88],"individuals.":[89],"study":[91],"aims":[92],"stimulate":[94],"additional":[95],"research":[96],"area":[99],"study.":[101],"One":[102],"low-cost":[103],"approach":[104,142],"fall":[106,133,161],"illustrated":[108],"involves":[112],"using":[113],"built-in":[115],"sensors":[116],"iOS":[118],"phones":[119],"detect":[121,157],"falls.":[122,158,212],"A":[123],"dataset":[124],"classification":[127],"system":[128],"were":[129],"identify":[132],"events":[134],"utilizing":[135,176],"phone's":[137],"accelerometer":[138],"gyroscope.":[140],"could":[143],"benefit":[144],"individuals":[146],"living":[147],"alone":[148],"without":[149],"access":[150],"more":[152],"expensive":[153],"Systems":[154],"designed":[155],"Other":[159],"use":[164],"various":[165],"sensors,":[166,172],"such":[167],"as":[168],"accelerometers,":[169],"gyroscopes,":[170],"pressure":[171],"cameras.":[174],"By":[175],"Artificial":[178],"Neural":[179],"Network":[180],"methodology,":[181],"gathered":[183],"data":[184],"has":[185],"evaluated,":[187],"proposed":[191],"model":[192],"with":[193],"an":[194],"impressive":[195],"accuracy":[196],"rate":[197],"99%.":[199],"showcases":[201],"efficacy":[203],"algorithm":[206],"identifying":[208],"incidents":[209],"human":[211]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
