{"id":"https://openalex.org/W2903786195","doi":"https://doi.org/10.1109/ngcas.2018.8572217","title":"Development of a New Low-Cost EMG Monitoring System for the Classification of Finger Movement","display_name":"Development of a New Low-Cost EMG Monitoring System for the Classification of Finger Movement","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2903786195","doi":"https://doi.org/10.1109/ngcas.2018.8572217","mag":"2903786195"},"language":"en","primary_location":{"id":"doi:10.1109/ngcas.2018.8572217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ngcas.2018.8572217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 New Generation of CAS (NGCAS)","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/A5002588538","display_name":"Clive Seguna","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124908","display_name":"Malta College of Arts, Science and Technology","ror":"https://ror.org/02z1kxt68","country_code":"MT","type":"education","lineage":["https://openalex.org/I4210124908"]}],"countries":["MT"],"is_corresponding":true,"raw_author_name":"Clive Seguna","raw_affiliation_strings":["MCAST, Department of Electrical and Electronics Engineering, Corradino Hill Paola, Malta","Department of Electrical and Electronics Engineering, MCAST, Malta"],"affiliations":[{"raw_affiliation_string":"MCAST, Department of Electrical and Electronics Engineering, Corradino Hill Paola, Malta","institution_ids":["https://openalex.org/I4210124908"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, MCAST, Malta","institution_ids":["https://openalex.org/I4210124908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068704642","display_name":"Adrian von Brockdorff","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124908","display_name":"Malta College of Arts, Science and Technology","ror":"https://ror.org/02z1kxt68","country_code":"MT","type":"education","lineage":["https://openalex.org/I4210124908"]}],"countries":["MT"],"is_corresponding":false,"raw_author_name":"Adrian von Brockdorff","raw_affiliation_strings":["MCAST, Department of Electrical and Electronics Engineering, Corradino Hill Paola, Malta","Department of Electrical and Electronics Engineering, MCAST, Malta"],"affiliations":[{"raw_affiliation_string":"MCAST, Department of Electrical and Electronics Engineering, Corradino Hill Paola, Malta","institution_ids":["https://openalex.org/I4210124908"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, MCAST, Malta","institution_ids":["https://openalex.org/I4210124908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085013778","display_name":"Jeremy Scerri","orcid":"https://orcid.org/0000-0003-1111-4647"},"institutions":[{"id":"https://openalex.org/I4210124908","display_name":"Malta College of Arts, Science and Technology","ror":"https://ror.org/02z1kxt68","country_code":"MT","type":"education","lineage":["https://openalex.org/I4210124908"]}],"countries":["MT"],"is_corresponding":false,"raw_author_name":"Jeremy Scerri","raw_affiliation_strings":["Dept. of Electr. & Electron. Eng., MCAST, Paola, Malta","Malta College of Arts Science and Technology, Paola, MT"],"affiliations":[{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., MCAST, Paola, Malta","institution_ids":["https://openalex.org/I4210124908"]},{"raw_affiliation_string":"Malta College of Arts Science and Technology, Paola, MT","institution_ids":["https://openalex.org/I4210124908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014367876","display_name":"Kris Scicluna","orcid":"https://orcid.org/0000-0001-8943-7791"},"institutions":[{"id":"https://openalex.org/I4210124908","display_name":"Malta College of Arts, Science and Technology","ror":"https://ror.org/02z1kxt68","country_code":"MT","type":"education","lineage":["https://openalex.org/I4210124908"]}],"countries":["MT"],"is_corresponding":false,"raw_author_name":"Kris Scicluna","raw_affiliation_strings":["Dept. of Electr. & Electron. Eng., MCAST, Paola, Malta","Malta College of Arts Science and Technology, Paola, MT"],"affiliations":[{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., MCAST, Paola, Malta","institution_ids":["https://openalex.org/I4210124908"]},{"raw_affiliation_string":"Malta College of Arts Science and Technology, Paola, MT","institution_ids":["https://openalex.org/I4210124908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002588538"],"corresponding_institution_ids":["https://openalex.org/I4210124908"],"apc_list":null,"apc_paid":null,"fwci":0.7627,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70476724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"129"},"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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6564072966575623},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.6055500507354736},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.582869291305542},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.5400041341781616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5311808586120605},{"id":"https://openalex.org/keywords/instrumentation-amplifier","display_name":"Instrumentation amplifier","score":0.5238352417945862},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.5091704726219177},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4787047207355499},{"id":"https://openalex.org/keywords/automatic-gain-control","display_name":"Automatic gain control","score":0.41246497631073},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38704150915145874},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37894535064697266},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34904199838638306},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3258317708969116},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3067178428173065},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2978116571903229},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.2022089660167694},{"id":"https://openalex.org/keywords/operational-amplifier","display_name":"Operational amplifier","score":0.17038270831108093},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08810043334960938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564072966575623},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.6055500507354736},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.582869291305542},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.5400041341781616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5311808586120605},{"id":"https://openalex.org/C89123640","wikidata":"https://www.wikidata.org/wiki/Q1523756","display_name":"Instrumentation amplifier","level":5,"score":0.5238352417945862},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.5091704726219177},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4787047207355499},{"id":"https://openalex.org/C177502760","wikidata":"https://www.wikidata.org/wiki/Q782524","display_name":"Automatic gain control","level":4,"score":0.41246497631073},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38704150915145874},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37894535064697266},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34904199838638306},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3258317708969116},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3067178428173065},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2978116571903229},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.2022089660167694},{"id":"https://openalex.org/C145366948","wikidata":"https://www.wikidata.org/wiki/Q178947","display_name":"Operational amplifier","level":4,"score":0.17038270831108093},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08810043334960938},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ngcas.2018.8572217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ngcas.2018.8572217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 New Generation of CAS (NGCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2067226842","https://openalex.org/W2083125747","https://openalex.org/W2115790233","https://openalex.org/W2123167643","https://openalex.org/W2133201420","https://openalex.org/W2153578909","https://openalex.org/W2332297550","https://openalex.org/W2555778306","https://openalex.org/W2766273385"],"related_works":["https://openalex.org/W2376139493","https://openalex.org/W2911808920","https://openalex.org/W2141253262","https://openalex.org/W3156756500","https://openalex.org/W4251090744","https://openalex.org/W2386293158","https://openalex.org/W2433638048","https://openalex.org/W4282981700","https://openalex.org/W2006061919","https://openalex.org/W2047325715"],"abstract_inverted_index":{"Electromyography":[0],"(EMG)":[1],"signals":[2,26,64],"are":[3,27,65,72],"commonly":[4],"used":[5,15,28,75,231],"by":[6],"researchers":[7],"to":[8,16,45,118,167,179,194,205],"study":[9],"kinesiology,":[10],"which":[11,71],"can":[12],"then":[13],"be":[14,188],"control":[17,37],"prosthetic":[18],"arms,":[19],"hands":[20],"and":[21,78,148,235,251,257],"limbs":[22],"[1].":[23],"Additionally,":[24,211],"EMG":[25,112,145,245],"in":[29,192],"the":[30,54,68,80,96,120,131,143,150,161,169,174,185,199,209,212,219,255],"field":[31],"of":[32,41,49,56,98,133,198,208,259],"Bio":[33],"Robotics":[34],"for":[35,53,76,95,254],"gesture":[36],"applications.":[38],"The":[39,62,84],"aim":[40],"this":[42,129],"work":[43,130],"is":[44,116,163,215],"implement":[46],"a":[47,90,229],"set":[48],"affordable":[50],"active":[51,105],"electrodes":[52],"classification":[55,97,258],"finger":[57,100,260],"movement":[58,101],"via":[59],"time-domain":[60],"analysis.":[61],"electromyography":[63],"received":[66],"through":[67],"Ag-AgCI":[69,220],"electrodes,":[70],"conductive":[73],"materials":[74],"gathering":[77],"transferring":[79],"muscle":[81],"activation":[82],"potential.":[83],"proposed":[85],"paper":[86],"focuses":[87],"on":[88],"presenting":[89],"new":[91],"low-cost":[92],"based":[93],"system":[94,248],"human":[99],"using":[102],"auto-gain":[103],"adjustment":[104],"electrodes.":[106,221],"Different":[107],"people":[108],"will":[109,187],"have":[110],"different":[111,240],"amplitudes;":[113],"therefore,":[114],"it":[115],"difficult":[117],"determine":[119],"gain":[121,136,151,162],"required":[122],"prior":[123],"performing":[124],"further":[125],"signal":[126,146,186],"processing.":[127],"In":[128],"implementation":[132],"an":[134],"auto-adjustable":[135],"amplifier":[137,214],"was":[138],"used.":[139],"This":[140,158],"circuit":[141],"monitors":[142],"maximum":[144],"amplitude":[147,193],"adjusts":[149],"stage":[152],"accordingly,":[153],"without":[154],"any":[155],"user":[156],"interaction.":[157],"ensures":[159],"that":[160],"always":[164],"automatically":[165],"adjusted":[166],"get":[168],"most":[170],"effective":[171],"performance":[172],"from":[173],"data":[175,246],"acquisition":[176,247],"or":[177],"analogue":[178],"digital":[180],"converter":[181],"(ADC)":[182],"module":[183],"since":[184],"neither":[189],"too":[190,203],"low":[191,243],"cause":[195,206],"inefficient":[196],"use":[197],"ADC":[200],"resolution,":[201],"not":[202],"high":[204],"saturation":[207],"signal.":[210],"instrumentation":[213],"directly":[216],"interfaced":[217],"near":[218],"Through":[222],"extensive":[223],"experiments,":[224],"our":[225,242],"sEMG":[226],"sensor":[227],"outperforms":[228],"widely":[230],"commercially":[232],"available":[233],"product":[234],"when":[236],"tested":[237],"under":[238],"ten":[239],"persons":[241],"cost":[244],"achieves":[249],"reproducible":[250],"repeatable":[252],"results":[253],"detection":[256],"movements.":[261]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}