{"id":"https://openalex.org/W2784861236","doi":null,"title":"Design of a Wearable Two-Dimensional Joystick as a Muscle-Machine Interface Using Mechanomyographic Signals","display_name":"Design of a Wearable Two-Dimensional Joystick as a Muscle-Machine Interface Using Mechanomyographic Signals","publication_year":2013,"publication_date":"2013-11-12","ids":{"openalex":"https://openalex.org/W2784861236","mag":"2784861236"},"language":"en","primary_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/78044","doi":null,"is_oa":false,"landing_page_url":"http://scholar.lib.vt.edu/theses/available/etd-11252013-165200/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"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":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5073115973","display_name":"Deba Pratim Saha","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Deba Pratim Saha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5073115973"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.7207000255584717,"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":0.7207000255584717,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.10989999771118164,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.05429999902844429,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanomyography","display_name":"mechanomyography","score":0.9259999990463257},{"id":"https://openalex.org/keywords/wristband","display_name":"wristband","score":0.8399999737739563},{"id":"https://openalex.org/keywords/proprioception","display_name":"proprioception","score":0.4729999899864197},{"id":"https://openalex.org/keywords/human-computer-interaction","display_name":"human-computer interaction","score":0.5189999938011169}],"concepts":[{"id":"https://openalex.org/C96439379","wikidata":"https://www.wikidata.org/wiki/Q178805","display_name":"Joystick","level":2,"score":0.8204909563064575},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.581608772277832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5477697849273682},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5257359743118286},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.49109816551208496},{"id":"https://openalex.org/C165024716","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"Human\u2013machine interface","level":3,"score":0.4192884564399719},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4147909879684448},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2723079323768616},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22679567337036133},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.217751145362854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14943218231201172},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.13358467817306519},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0679958164691925},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/78044","doi":null,"is_oa":false,"landing_page_url":"http://scholar.lib.vt.edu/theses/available/etd-11252013-165200/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"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":"Thesis"},{"id":"mag:2784861236","doi":null,"is_oa":false,"landing_page_url":"https://vtechworks.lib.vt.edu/handle/10919/78044","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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W159568760","https://openalex.org/W171204329","https://openalex.org/W1512194163","https://openalex.org/W1736318301","https://openalex.org/W1824657313","https://openalex.org/W1979657959","https://openalex.org/W1980394042","https://openalex.org/W1980555366","https://openalex.org/W1982772336","https://openalex.org/W1984601705","https://openalex.org/W1986030373","https://openalex.org/W1988082944","https://openalex.org/W1992008752","https://openalex.org/W1994262198","https://openalex.org/W1998590830","https://openalex.org/W2012515673","https://openalex.org/W2015334195","https://openalex.org/W2016586522","https://openalex.org/W2016753916","https://openalex.org/W2017043386","https://openalex.org/W2051371266","https://openalex.org/W2061396898","https://openalex.org/W2061458448","https://openalex.org/W2086147925","https://openalex.org/W2096569144","https://openalex.org/W2099654326","https://openalex.org/W2099800354","https://openalex.org/W2109747901","https://openalex.org/W2123966726","https://openalex.org/W2124863939","https://openalex.org/W2141964067","https://openalex.org/W2147790423","https://openalex.org/W2152173651","https://openalex.org/W2153169563","https://openalex.org/W2153200718","https://openalex.org/W2165272793","https://openalex.org/W2169261057","https://openalex.org/W2397535411","https://openalex.org/W2432339121","https://openalex.org/W2462291140","https://openalex.org/W2475633103","https://openalex.org/W2540762065","https://openalex.org/W2600344487","https://openalex.org/W2626926814","https://openalex.org/W2651241476"],"related_works":["https://openalex.org/W4200050050","https://openalex.org/W2108184014","https://openalex.org/W3045212151","https://openalex.org/W2725116674","https://openalex.org/W2773307279","https://openalex.org/W2152528000","https://openalex.org/W7214153094","https://openalex.org/W7110589357","https://openalex.org/W6964204371","https://openalex.org/W2908742000"],"abstract_inverted_index":{"Finger":[0],"gesture":[1,40,113],"recognition":[2],"using":[3],"glove-like":[4],"interfaces":[5],"are":[6,26,115],"very":[7,28],"accurate":[8],"for":[9,21,33,77,83,172],"sensing":[10,121],"individual":[11],"finger":[12],"positions":[13],"by":[14],"employing":[15,92],"a":[16,79,89,126,133,178,194],"gamut":[17],"of":[18,66,157,161,170,199],"sensors.":[19],"However,":[20],"the":[22,67,75,158,184],"same":[23],"reason,":[24],"they":[25],"also":[27,139],"costly,":[29],"cumbersome":[30],"and":[31,103,128,150,175],"unaesthetic":[32],"use":[34],"in":[35,57],"artistic":[36],"scenarios":[37],"such":[38,99,108],"as":[39,60,62,88,100,109,132,155],"based":[41,97,106,190],"music":[42],"composition":[43],"platforms":[44],"like":[45],"Virginia":[46],"Tech's":[47],"Linux":[48],"Laptop":[49],"Orchestra.":[50],"Wearable":[51],"computing":[52],"has":[53],"shown":[54],"promising":[55],"results":[56],"increasing":[58],"portability":[59],"well":[61],"enhancing":[63],"proprioceptive":[64],"perception":[65],"wearers'":[68],"body.":[69],"In":[70],"this":[71],"thesis,":[72],"we":[73,124],"present":[74,125],"proof-of-concept":[76],"designing":[78],"novel":[80],"muscle-machine":[81],"interface":[82,144],"interpreting":[84],"human":[85],"thumb":[86,148,162],"motion":[87],"2-dimensional":[90],"joystick":[91,130],"mechanomyographic":[93,141],"signals.":[94,142],"Infrared":[95],"camera":[96],"systems":[98,107],"Microsoft":[101],"Digits":[102],"ultrasound":[104],"sensor":[105],"Chirp":[110,112],"Microsystems'":[111],"recognizers":[114],"elegant":[116],"solutions,":[117],"but":[118],"have":[119],"line-of-sight":[120],"limitations.":[122],"Here,":[123],"low-cost":[127],"wearable":[129,191],"designed":[131],"wristband":[134],"which":[135],"captures":[136],"muscle":[137],"sounds,":[138],"called":[140],"The":[143],"learns":[145],"from":[146,183],"user's":[147],"gestures":[149],"finally":[151],"interprets":[152],"these":[153],"motions":[154,174],"one":[156],"four":[159],"kinds":[160],"movements.":[163],"We":[164],"obtained":[165,182],"an":[166],"overall":[167],"classification":[168],"accuracy":[169],"81.5%":[171],"all":[173],"90.5%":[176],"on":[177],"modified":[179],"metric.":[180],"Results":[181],"user":[185],"study":[186],"indicate":[187],"that":[188],"mechanomyography":[189],"thumb-joystick":[192],"is":[193],"feasible":[195],"design":[196],"idea":[197],"worthy":[198],"further":[200],"study.":[201]},"counts_by_year":[{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2018-02-02T00:00:00"}
