{"id":"https://openalex.org/W4389543266","doi":"https://doi.org/10.1109/embc40787.2023.10340708","title":"A Novel Magnetometer Array-based wearable system for ASL gesture recognition","display_name":"A Novel Magnetometer Array-based wearable system for ASL gesture recognition","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389543266","doi":"https://doi.org/10.1109/embc40787.2023.10340708","pmid":"https://pubmed.ncbi.nlm.nih.gov/38082804"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5046237632","display_name":"Prashanth Jonna","orcid":null},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prashanth Jonna","raw_affiliation_strings":["Surgical and Assistive Robotics Lab, IIIT-Bangalore,Bangalore,India,560100"],"affiliations":[{"raw_affiliation_string":"Surgical and Assistive Robotics Lab, IIIT-Bangalore,Bangalore,India,560100","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061397479","display_name":"Madhav Rao","orcid":"https://orcid.org/0000-0003-2278-9148"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhav Rao","raw_affiliation_strings":["Surgical and Assistive Robotics Lab, IIIT-Bangalore,Bangalore,India,560100"],"affiliations":[{"raw_affiliation_string":"Surgical and Assistive Robotics Lab, IIIT-Bangalore,Bangalore,India,560100","institution_ids":["https://openalex.org/I181514455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046237632"],"corresponding_institution_ids":["https://openalex.org/I181514455"],"apc_list":null,"apc_paid":null,"fwci":0.5189,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68108379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9983000159263611,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7585469484329224},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7300063371658325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7179117798805237},{"id":"https://openalex.org/keywords/magnetometer","display_name":"Magnetometer","score":0.675337553024292},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5916900634765625},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5263501405715942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39724355936050415},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36124682426452637},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20562627911567688},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06886890530586243}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7585469484329224},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7300063371658325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7179117798805237},{"id":"https://openalex.org/C153946474","wikidata":"https://www.wikidata.org/wiki/Q333921","display_name":"Magnetometer","level":3,"score":0.675337553024292},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5916900634765625},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5263501405715942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39724355936050415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36124682426452637},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20562627911567688},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06886890530586243},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012813","descriptor_name":"Sign Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012813","descriptor_name":"Sign Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012813","descriptor_name":"Sign Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012813","descriptor_name":"Sign Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012813","descriptor_name":"Sign Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38082804","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38082804","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2000439420","https://openalex.org/W2002499457","https://openalex.org/W2743239999","https://openalex.org/W2795354662","https://openalex.org/W2810384651","https://openalex.org/W2811116217","https://openalex.org/W2916857909","https://openalex.org/W2972281843","https://openalex.org/W3082993480","https://openalex.org/W3106327734","https://openalex.org/W3111758154","https://openalex.org/W3134462515","https://openalex.org/W3163189629","https://openalex.org/W4200088677","https://openalex.org/W4210674054","https://openalex.org/W4295791098"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"Hand":[0],"gesture":[1,151,170],"classification":[2,152,171,190,211],"is":[3,15,97,154,197,254,285],"of":[4,31,71,141,166,178,224,242,268],"high":[5,84],"importance":[6],"in":[7],"any":[8],"sign":[9,27],"language":[10,28],"recognition":[11,43,63,122,296],"(SLR)":[12],"system,":[13],"which":[14],"expected":[16],"to":[17,47,87,100,132,156,199,238],"assist":[18],"individuals":[19],"suffering":[20],"from":[21],"hearing":[22],"and":[23,33,40,50,80,102,183,207,229,256,274,288],"speech":[24],"impairment.":[25],"American":[26],"(ASL)":[29],"comprises":[30],"static":[32,150,168],"dynamic":[34],"gestures":[35,75,134],"representing":[36],"many":[37],"alphabets,":[38],"phrases,":[39],"words.":[41],"ASL":[42,62,217,295],"system":[44,64,153,172,196,228,253],"allows":[45],"us":[46],"digitize":[48],"communication":[49],"use":[51],"it":[52,82],"effectively":[53],"within":[54,137],"or":[55,108,135],"outside":[56],"the":[57,72,118,127,138,158,188,201,205,222,225,240,243,271,280],"hearing-deprived":[58],"community.":[59],"Developing":[60],"an":[61,164,175],"has":[65],"been":[66],"a":[67,147,265],"challenge":[68],"since":[69],"some":[70],"involved":[73],"hand":[74,169,261,273],"closely":[76],"resemble":[77],"each":[78],"other,":[79],"thereby":[81],"demands":[83],"discriminability":[85],"features":[86],"classify":[88],"these":[89],"gestures.":[90],"SLR":[91,112,227],"through":[92],"surface-based":[93],"electromyography":[94],"(sEMG)":[95],"signals":[96],"computationally":[98],"intensive":[99],"process":[101],"using":[103,187],"inertial":[104],"measurement":[105],"units":[106],"(IMUs)":[107],"flex":[109],"sensors":[110],"for":[111,180,185,216,290],"occupies":[113,264],"too":[114],"much":[115],"space":[116,269],"on":[117,126,270],"patient's":[119],"hand.":[120],"Video-based":[121],"systems":[123],"place":[124],"restrictions":[125],"users":[128],"by":[129],"requiring":[130],"them":[131],"make":[133],"motions":[136],"camera's":[139],"field":[140],"view.":[142],"A":[143],"novel":[144,249],"approach":[145],"with":[146,279],"precision":[148],"preserved":[149],"proposed":[155,226,248],"fulfill":[157],"much-needed":[159],"gap.":[160],"The":[161,192,219,247],"paper":[162,220],"proposes":[163],"array":[165],"magnetometers-enabled":[167],"that":[173,213,234],"offers":[174],"average":[176],"accuracy":[177],"98.60%":[179],"classifying":[181],"alphabets":[182],"94.07%":[184],"digits":[186],"KNN":[189],"model.":[191],"magnetometer":[193,250],"array-based":[194,251],"wearable":[195,252],"devised":[198],"minimize":[200],"electronics":[202],"coverage":[203],"around":[204],"hand,":[206],"yet":[208],"establish":[209],"robust":[210],"results":[212],"are":[214],"useful":[215],"recognition.":[218],"discusses":[221],"design":[223],"also":[230],"looks":[231],"into":[232],"optimizations":[233],"can":[235],"be":[236],"made":[237],"reduce":[239],"cost":[241],"system.Clinical":[244],"relevance":[245],"-":[246],"cost-effective":[255],"works":[257],"well":[258],"across":[259],"different":[260],"sizes.":[262],"It":[263,284],"negligible":[266],"amount":[267],"user's":[272,281],"thus":[275],"does":[276],"not":[277],"interfere":[278],"everyday":[282],"tasks.":[283],"reliable,":[286],"robust,":[287],"error-free":[289],"easy":[291],"adoption":[292],"towards":[293],"building":[294],"system.":[297]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
