{"id":"https://openalex.org/W2586145686","doi":"https://doi.org/10.1109/smc.2016.7844940","title":"MyoHMI: A low-cost and flexible platform for developing real-time human machine interface for myoelectric controlled applications","display_name":"MyoHMI: A low-cost and flexible platform for developing real-time human machine interface for myoelectric controlled applications","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2586145686","doi":"https://doi.org/10.1109/smc.2016.7844940","mag":"2586145686"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2016.7844940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2016.7844940","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5076455616","display_name":"Ian Donovan","orcid":"https://orcid.org/0000-0003-1731-4965"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Donovan","raw_affiliation_strings":["School of Engineering, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024919012","display_name":"Valenzuela Kevin","orcid":null},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Valenzuela","raw_affiliation_strings":["School of Engineering, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100539501","display_name":"Alejandro Ortiz","orcid":null},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alejandro Ortiz","raw_affiliation_strings":["School of Engineering, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023393428","display_name":"Sergey Dusheyko","orcid":null},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sergey Dusheyko","raw_affiliation_strings":["School of Engineering, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029561912","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0001-9853-3398"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["School of Engineering, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022893665","display_name":"Kazunori Okada","orcid":"https://orcid.org/0000-0002-4060-2829"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kazunori Okada","raw_affiliation_strings":["Department of Computer Science, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100706238","display_name":"Xiaorong Zhang","orcid":"https://orcid.org/0000-0002-8550-1052"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaorong Zhang","raw_affiliation_strings":["School of Engineering, San Francisco State University, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, San Francisco State University, San Francisco, USA","institution_ids":["https://openalex.org/I71838634"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1005,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.86952903,"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":"004495","last_page":"004500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9965999722480774,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.8580169677734375},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7310949563980103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7077928185462952},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6980265974998474},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5802252292633057},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.5785456299781799},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5519440174102783},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5096449851989746},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.47454604506492615},{"id":"https://openalex.org/keywords/human\u2013machine-system","display_name":"Human\u2013machine system","score":0.45448848605155945},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4209457039833069},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34376975893974304},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.29819613695144653},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18329036235809326},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1588621735572815}],"concepts":[{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.8580169677734375},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7310949563980103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7077928185462952},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6980265974998474},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5802252292633057},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.5785456299781799},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5519440174102783},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5096449851989746},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.47454604506492615},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.45448848605155945},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4209457039833069},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34376975893974304},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29819613695144653},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18329036235809326},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1588621735572815},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2016.7844940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2016.7844940","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309305","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121"},{"id":"https://openalex.org/F4320310145","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1897136087","https://openalex.org/W1989566505","https://openalex.org/W1992074937","https://openalex.org/W1996710271","https://openalex.org/W2057433268","https://openalex.org/W2069703391","https://openalex.org/W2117142197","https://openalex.org/W2122612627","https://openalex.org/W2122920178","https://openalex.org/W2123167643","https://openalex.org/W2152093652","https://openalex.org/W2153635508","https://openalex.org/W2156654664","https://openalex.org/W2165619603","https://openalex.org/W2167221577","https://openalex.org/W2171311370","https://openalex.org/W2210095916","https://openalex.org/W2267055558","https://openalex.org/W2528219834","https://openalex.org/W3148545908","https://openalex.org/W6667577040","https://openalex.org/W6685303885"],"related_works":["https://openalex.org/W1965180958","https://openalex.org/W2350029007","https://openalex.org/W2136647108","https://openalex.org/W2152662857","https://openalex.org/W2182594080","https://openalex.org/W1973428399","https://openalex.org/W2499406489","https://openalex.org/W3085250606","https://openalex.org/W4367044205","https://openalex.org/W3115206601"],"abstract_inverted_index":{"EMG":[0,20,33],"pattern":[1,21,155],"recognition":[2,22],"has":[3],"been":[4],"studied":[5],"for":[6,13,18,86,92,169,192],"control":[7],"of":[8,32,46,53,122,142,180,188,195],"prostheses":[9],"and":[10,29,60,67,81,111,131,144,154,160,184],"rehabilitation":[11],"systems":[12],"decades.":[14],"Existing":[15],"research":[16],"platforms":[17,55,173],"developing":[19,87],"algorithms":[23],"are":[24],"typically":[25],"based":[26,134],"on":[27,165],"MATLAB":[28],"the":[30,51,57,98,117,120,178,181,186,193],"collection":[31],"signals":[34],"is":[35],"often":[36],"done":[37],"by":[38,116],"expensive,":[39],"non-portable":[40],"data":[41,149],"acquisition":[42,150],"systems.":[43],"The":[44,162],"requirement":[45],"these":[47,54],"resources":[48],"usually":[49],"limits":[50],"use":[52],"in":[56,174],"lab":[58],"environments":[59],"prohibits":[61],"their":[62],"widespread":[63],"to":[64,79,157],"other":[65],"fields":[66],"applications.":[68,95,198],"To":[69],"address":[70],"this":[71,73],"limitation,":[72],"paper":[74],"presents":[75],"a":[76,101,128,140,189],"low-cost,":[77],"easy":[78],"use,":[80],"flexible":[82],"platform":[83,183],"called":[84],"MyoHMI":[85,96,125,182],"real-time":[88,158],"human":[89,167],"machine":[90],"interfaces":[91],"myoelectric":[93,196],"controlled":[94,197],"facilitates":[97],"interface":[99],"with":[100],"commercial":[102],"EMG-based":[103],"armband":[104],"Myo,":[105],"which":[106,137],"costs":[107],"less":[108],"than":[109],"$200":[110],"can":[112],"be":[113],"easily":[114],"worn":[115],"user":[118],"without":[119],"need":[121],"special":[123],"preparation.":[124],"also":[126],"provides":[127],"highly":[129],"modular":[130],"customizable":[132],"C/C++":[133],"software":[135],"engine":[136],"seamlessly":[138],"integrates":[139],"variety":[141],"interfacing":[143],"signal":[145,152],"processing":[146,153],"modules,":[147],"from":[148],"through":[151],"recognition,":[156],"evaluation":[159,172],"control.":[161],"experimental":[163],"results":[164],"able-bodied":[166],"subjects":[168],"controlling":[170],"two":[171],"real":[175],"time":[176],"verified":[177],"merit":[179],"demonstrated":[185],"feasibility":[187],"low-cost":[190],"solution":[191],"development":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}