{"id":"https://openalex.org/W3016827797","doi":null,"title":"Design of a wearable to improve single-device motion classification of arm motions","display_name":"Design of a wearable to improve single-device motion classification of arm motions","publication_year":2019,"publication_date":"2019-11-26","ids":{"openalex":"https://openalex.org/W3016827797","mag":"3016827797"},"language":"en","primary_location":{"id":"pmh:oai:summit.sfu.ca:node-19913","doi":null,"is_oa":true,"landing_page_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","pdf_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044931902","display_name":"Jordan Lui","orcid":"https://orcid.org/0000-0003-4564-083X","observed_orcids":["https://orcid.org/0000-0003-4564-083X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jordan Lui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5044931902"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976000189781189,"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":0.9976000189781189,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":9.999999747378752e-05,"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/wearable-sensors","display_name":"wearable sensors","score":0.8849999904632568},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"inertial measurement unit","score":0.8679999709129333},{"id":"https://openalex.org/keywords/multimodal-sensor-fusion","display_name":"multimodal sensor fusion","score":0.7110000252723694},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"activity recognition","score":0.5009999871253967}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7766995429992676},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5974624752998352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5331496596336365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.393206387758255},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36688897013664246},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33874374628067017},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.325929194688797},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15985986590385437}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:summit.sfu.ca:node-19913","doi":null,"is_oa":true,"landing_page_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","pdf_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:summit.sfu.ca:19913","doi":null,"is_oa":false,"landing_page_url":"http://summit.sfu.ca/item/19913","pdf_url":null,"source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"mag:3016827797","doi":null,"is_oa":false,"landing_page_url":"https://summit.sfu.ca/item/19913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:summit.sfu.ca:node-19913","doi":null,"is_oa":true,"landing_page_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","pdf_url":"https://summit.sfu.ca/_flysystem/fedora/sfu_migrate/19913/etd20693.pdf","source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.504800021648407,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016827797.pdf","grobid_xml":"https://content.openalex.org/works/W3016827797.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W2401129","https://openalex.org/W98188630","https://openalex.org/W835441882","https://openalex.org/W1215311137","https://openalex.org/W1555601014","https://openalex.org/W1759295505","https://openalex.org/W1972208963","https://openalex.org/W1976761711","https://openalex.org/W1982434105","https://openalex.org/W1983487850","https://openalex.org/W1986208911","https://openalex.org/W1987525585","https://openalex.org/W1988702183","https://openalex.org/W1989472717","https://openalex.org/W1999849403","https://openalex.org/W2011831153","https://openalex.org/W2016965338","https://openalex.org/W2023302299","https://openalex.org/W2027783719","https://openalex.org/W2031628773","https://openalex.org/W2035877237","https://openalex.org/W2036549371","https://openalex.org/W2040264848","https://openalex.org/W2040288553","https://openalex.org/W2046387636","https://openalex.org/W2048769187","https://openalex.org/W2053790302","https://openalex.org/W2054780155","https://openalex.org/W2067053438","https://openalex.org/W2068006147","https://openalex.org/W2069049193","https://openalex.org/W2073808079","https://openalex.org/W2083539525","https://openalex.org/W2090383103","https://openalex.org/W2097507524","https://openalex.org/W2097978134","https://openalex.org/W2101700461","https://openalex.org/W2105046342","https://openalex.org/W2119120036","https://openalex.org/W2119611087","https://openalex.org/W2122991029","https://openalex.org/W2124520030","https://openalex.org/W2127095067","https://openalex.org/W2131368080","https://openalex.org/W2134751203","https://openalex.org/W2137318194","https://openalex.org/W2138460198","https://openalex.org/W2151999543","https://openalex.org/W2156329326","https://openalex.org/W2159613676","https://openalex.org/W2160146756","https://openalex.org/W2161201723","https://openalex.org/W2167573151","https://openalex.org/W2168538666","https://openalex.org/W2169776910","https://openalex.org/W2324880556","https://openalex.org/W2334810269","https://openalex.org/W2528724560","https://openalex.org/W2556902169","https://openalex.org/W2565104410","https://openalex.org/W2569969175","https://openalex.org/W2588875660","https://openalex.org/W2591746674","https://openalex.org/W2603071509","https://openalex.org/W2608653446","https://openalex.org/W2739202233","https://openalex.org/W2753969215","https://openalex.org/W2784726824","https://openalex.org/W2811270834","https://openalex.org/W2907038346","https://openalex.org/W2917209203","https://openalex.org/W2947016638","https://openalex.org/W2957984414","https://openalex.org/W2972195769"],"related_works":["https://openalex.org/W2947016638","https://openalex.org/W6939587672","https://openalex.org/W4389951722","https://openalex.org/W4319225948","https://openalex.org/W4401072565","https://openalex.org/W2951851360","https://openalex.org/W3107312394","https://openalex.org/W1992534758","https://openalex.org/W4403615306","https://openalex.org/W4416962809"],"abstract_inverted_index":{"Inertial":[0],"Measurement":[1],"Unit":[2],"(IMU)":[3],"based":[4],"wearable":[5,39],"sensors":[6],"have":[7],"found":[8,74],"common":[9],"use":[10],"to":[11,96],"track":[12],"arm":[13,23,62,77,111],"activity":[14],"in":[15,52],"daily":[16],"life.However,":[17],"classifying":[18],"a":[19,30,37,42,53,69,114],"high":[20],"number":[21],"of":[22,101],"motions":[24,63,78,112],"with":[25,68,82],"single":[26],"IMU-based":[27],"systems":[28],"remains":[29],"challenging":[31],"task.In":[32],"this":[33],"study,":[34],"we":[35],"propose":[36],"singledevice":[38],"which":[40],"incorporates":[41],"thermal":[43,88],"sensor":[44,89],"and":[45,66],"an":[46],"inertial":[47],"sensor.The":[48],"system":[49],"was":[50],"evaluated":[51],"study":[54,73],"incorporating":[55],"11":[56],"healthy":[57],"participants,":[58],"where":[59],"24":[60,76],"different":[61],"were":[64],"recorded":[65],"predicted":[67],"machine":[70],"learning":[71],"classifier.This":[72],"that":[75,106],"could":[79,109],"be":[80],"classified":[81],"93.55%":[83,97],"accuracy.Further,":[84],"the":[85,102,107],"passive":[86],"infrared":[87],"significantly":[90],"increased":[91],"classification":[92],"accuracy":[93],"from":[94],"75%":[95],",":[98],"p=<0.05.The":[99],"performance":[100],"generalized":[103],"classifier":[104],"indicates":[105],"device":[108],"classify":[110],"on":[113],"user":[115],"without":[116],"prior":[117],"training.":[118]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2020-04-24T00:00:00"}
