{"id":"https://openalex.org/W3113151105","doi":"https://doi.org/10.1109/smc42975.2020.9283231","title":"A Low-Cost, IMU-Based Real-Time On Device Gesture Recognition Glove","display_name":"A Low-Cost, IMU-Based Real-Time On Device Gesture Recognition Glove","publication_year":2020,"publication_date":"2020-10-11","ids":{"openalex":"https://openalex.org/W3113151105","doi":"https://doi.org/10.1109/smc42975.2020.9283231","mag":"3113151105"},"language":"en","primary_location":{"id":"doi:10.1109/smc42975.2020.9283231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5039263863","display_name":"Oleg Makaussov","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Oleg Makaussov","raw_affiliation_strings":["Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009502025","display_name":"Mikhail Krassavin","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Mikhail Krassavin","raw_affiliation_strings":["Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015680234","display_name":"Maxim Zhabinets","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Maxim Zhabinets","raw_affiliation_strings":["Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057434469","display_name":"Siamac Fazli","orcid":"https://orcid.org/0000-0003-3397-0647"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Siamac Fazli","raw_affiliation_strings":["Nazarbayev University, Nur-Sultan, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University, Nur-Sultan, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1907,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.79901379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3346","last_page":"3351"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9990000128746033,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7653419971466064},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7105244994163513},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.631858766078949},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6175094842910767},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.6006624102592468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5426691770553589},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49717977643013},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4819073975086212},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43848133087158203},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4272921681404114},{"id":"https://openalex.org/keywords/arduino","display_name":"Arduino","score":0.41559866070747375},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35045915842056274},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3237079977989197},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23687806725502014},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12582892179489136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7653419971466064},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7105244994163513},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.631858766078949},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6175094842910767},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.6006624102592468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5426691770553589},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49717977643013},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4819073975086212},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43848133087158203},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4272921681404114},{"id":"https://openalex.org/C136501162","wikidata":"https://www.wikidata.org/wiki/Q175957","display_name":"Arduino","level":2,"score":0.41559866070747375},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35045915842056274},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3237079977989197},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23687806725502014},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12582892179489136},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc42975.2020.9283231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4099999964237213,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W137342697","https://openalex.org/W1522301498","https://openalex.org/W1836465849","https://openalex.org/W2009027281","https://openalex.org/W2093792557","https://openalex.org/W2097966127","https://openalex.org/W2148640263","https://openalex.org/W2603188784","https://openalex.org/W2783572696","https://openalex.org/W2793225372","https://openalex.org/W2807750652","https://openalex.org/W2894223195","https://openalex.org/W2948519706","https://openalex.org/W2949117887","https://openalex.org/W2964121744","https://openalex.org/W2970971581","https://openalex.org/W3009326069","https://openalex.org/W3102373703","https://openalex.org/W4244225338","https://openalex.org/W4295312788","https://openalex.org/W6605521729","https://openalex.org/W6631190155","https://openalex.org/W6638667902","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"This":[0],"paper":[1],"evaluates":[2],"the":[3,34,65,96,114,141],"possibility":[4],"of":[5,36,74,109,169],"performing":[6],"fine":[7,122],"gesture":[8],"recognition":[9,25,136],"including":[10,125],"finger":[11,126],"movements":[12,127],"on":[13,95,140],"a":[14,21,24,37,87,146,166],"low-tech":[15,97,142],"device.":[16],"In":[17],"particular,":[18],"we":[19,117],"present":[20],"solution":[22,149],"with":[23,46,86,157,178],"model":[26],"that":[27,93,116,153],"is":[28,138],"small":[29],"enough":[30],"to":[31,120],"fit":[32],"in":[33,113],"memory":[35],"low-":[38],"tech":[39],"device":[40,143],"and":[41,56,60,107,144,165],"describe":[42],"related":[43],"difficulties":[44],"associated":[45,156],"this":[47,110,148],"approach.":[48],"Several":[49],"different":[50],"Machine":[51],"Learning":[52],"techniques":[53],"are":[54,62,118,154],"employed":[55],"their":[57],"individual":[58],"advantages":[59,152],"drawbacks":[61],"explored":[63],"for":[64,80],"task":[66,85],"at":[67],"hand.":[68],"Our":[69],"results":[70],"indicate":[71],"an":[72,81,100],"average":[73],"95%":[75],"accuracy":[76],"during":[77],"real-time":[78],"testing":[79],"eight":[82],"class":[83],"decoding":[84],"custom":[88],"Recurrent":[89],"Neural":[90],"Network":[91],"approach,":[92],"runs":[94],"device,":[98],"namely":[99,160],"Arduino":[101],"Nano":[102],"33":[103],"BLE.":[104],"The":[105,135],"novelty":[106],"strength":[108],"research":[111],"lies":[112],"fact":[115],"able":[119],"recognize":[121],"hand":[123,133],"gestures":[124],"rather":[128],"than":[129],"recognizing":[130],"only":[131],"coarse":[132],"gestures.":[134],"process":[137],"conducted":[139],"as":[145,174,176],"result":[147],"has":[150],"all":[151],"typically":[155],"embedded":[158],"systems,":[159],"cost-efficiency,":[161],"battery":[162],"life":[163],"efficiency,":[164],"high":[167],"degree":[168],"independence":[170],"from":[171],"other":[172],"devices":[173],"well":[175],"compatibility":[177],"them.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
