{"id":"https://openalex.org/W2551360133","doi":"https://doi.org/10.1109/avss.2016.7738020","title":"Generalized activity recognition using accelerometer in wearable devices for IoT applications","display_name":"Generalized activity recognition using accelerometer in wearable devices for IoT applications","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2551360133","doi":"https://doi.org/10.1109/avss.2016.7738020","mag":"2551360133"},"language":"en","primary_location":{"id":"doi:10.1109/avss.2016.7738020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2016.7738020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","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/A5041370249","display_name":"Ebrahim Al Safadi","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ebrahim Al Safadi","raw_affiliation_strings":["Intel Corporations, Hillsboro, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel Corporations, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042431076","display_name":"Fahim Mohammad","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fahim Mohammad","raw_affiliation_strings":["Intel Corporations, Hillsboro, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel Corporations, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Darshan Iyer","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darshan Iyer","raw_affiliation_strings":["Intel Corporations, Hillsboro, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel Corporations, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001396207","display_name":"Benjamin J. Smiley","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin J. Smiley","raw_affiliation_strings":["Intel Corporations, Hillsboro, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel Corporations, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109332170","display_name":"Nilesh Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilesh K. Jain","raw_affiliation_strings":["Intel Corporations, Hillsboro, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel Corporations, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041370249"],"corresponding_institution_ids":["https://openalex.org/I1343180700"],"apc_list":null,"apc_paid":null,"fwci":0.169,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.58969714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"79"},"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":0.9614999890327454,"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":0.9323999881744385,"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/computer-science","display_name":"Computer science","score":0.798087477684021},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.7827317118644714},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7413411140441895},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6749091744422913},{"id":"https://openalex.org/keywords/crawling","display_name":"Crawling","score":0.530998945236206},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5241197347640991},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.48542651534080505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.482966810464859},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.40074455738067627},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35944825410842896},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.33360373973846436},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3216720223426819}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.798087477684021},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7827317118644714},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7413411140441895},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6749091744422913},{"id":"https://openalex.org/C100368936","wikidata":"https://www.wikidata.org/wiki/Q1411725","display_name":"Crawling","level":2,"score":0.530998945236206},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5241197347640991},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.48542651534080505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.482966810464859},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.40074455738067627},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35944825410842896},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.33360373973846436},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3216720223426819},{"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/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/avss.2016.7738020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2016.7738020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.49000000953674316,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1515673183","https://openalex.org/W1551782597","https://openalex.org/W1967571053","https://openalex.org/W2008461270","https://openalex.org/W2017634428","https://openalex.org/W2026670008","https://openalex.org/W2033727719","https://openalex.org/W2048606477","https://openalex.org/W2079801649","https://openalex.org/W2084103512","https://openalex.org/W2104813100","https://openalex.org/W2148217011","https://openalex.org/W2164184994"],"related_works":["https://openalex.org/W3105278570","https://openalex.org/W3090300519","https://openalex.org/W2117913171","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W2582769230"],"abstract_inverted_index":{"The":[0,75,126,139],"proliferation":[1],"of":[2,18,41,47,78,87],"low":[3,6],"power":[4],"and":[5,45,64,85,94,105,109,117,150],"cost":[7],"continuous":[8],"sensing":[9],"has":[10],"generated":[11],"an":[12,102],"immense":[13],"interest":[14],"in":[15,68,72],"the":[16,22,35,39,65,70],"area":[17],"activity":[19,59,127],"recognition.":[20],"However,":[21],"real":[23],"time":[24],"detection":[25,84],"is":[26],"still":[27],"a":[28,57],"challenge":[29],"for":[30,122],"several":[31],"reasons:":[32],"requirement":[33],"from":[34,49,101,135],"user":[36],"to":[37,114,159],"specify":[38],"type":[40],"activity,":[42],"complex":[43],"algorithms,":[44],"collection":[46],"data":[48,133],"multiple":[50],"devices.":[51,74,125],"In":[52],"this":[53],"paper,":[54],"we":[55],"describe":[56],"generalized":[58],"recognition":[60,86,128],"system,":[61],"its":[62],"applications,":[63],"challenges":[66],"involved":[67],"implementing":[69],"algorithm":[71,112],"resource-constrained":[73,123],"distinctive":[76],"aspects":[77],"our":[79],"study":[80],"include:":[81],"1)":[82],"automatic":[83],"different":[88],"activities":[89],"(running,":[90],"walking,":[91],"crawling,":[92],"climbing,":[93],"pronating),":[95],"2)":[96],"using":[97,132,152],"just":[98],"one":[99],"axis":[100],"accelerometer":[103],"sensor,":[104],"3)":[106],"simple":[107],"features":[108],"pattern":[110],"matching":[111],"leading":[113],"computationally":[115],"inexpensive":[116],"memory":[118],"efficient":[119],"system":[120],"suitable":[121],"wearable":[124],"model":[129,140],"was":[130,141],"trained":[131],"collected":[134],"52":[136],"unique":[137],"subjects.":[138],"mapped":[142],"onto":[143],"Intel\u00ae":[144],"Quark\u2122":[145],"SE":[146],"Pattern":[147],"Matching":[148],"Engine,":[149],"field-tested":[151],"eight":[153],"additional":[154],"subjects":[155],"achieving":[156],"performance":[157],"up":[158],"91%.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}