{"id":"https://openalex.org/W2075627638","doi":"https://doi.org/10.1109/iscas.2012.6271873","title":"Compressive sensing based classification of intramuscular electromyographic signals","display_name":"Compressive sensing based classification of intramuscular electromyographic signals","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2075627638","doi":"https://doi.org/10.1109/iscas.2012.6271873","mag":"2075627638"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2012.6271873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2012.6271873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Symposium on Circuits and Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5059631722","display_name":"Keith Wilhelm","orcid":null},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith Wilhelm","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Alabama, Birmingham, Birmingham, AL, USA","Electrical and Computer Engineering Department, University of Alabama at Birmingham, 35294, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Alabama, Birmingham, Birmingham, AL, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Alabama at Birmingham, 35294, USA","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057380866","display_name":"Yehia Massoud","orcid":"https://orcid.org/0000-0002-6701-0639"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yehia Massoud","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Alabama, Birmingham, Birmingham, AL, USA","Electrical and Computer Engineering Department, University of Alabama at Birmingham, 35294, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Alabama, Birmingham, Birmingham, AL, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Alabama at Birmingham, 35294, USA","institution_ids":["https://openalex.org/I32389192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I32389192"],"apc_list":null,"apc_paid":null,"fwci":1.1052,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76825633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981238722801208},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6157850623130798},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6153702735900879},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.572659969329834},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5161908268928528},{"id":"https://openalex.org/keywords/prosthetic-hand","display_name":"Prosthetic hand","score":0.4912680983543396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4664086103439331},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4445548951625824},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4444105327129364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41951024532318115},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40931808948516846},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3476236164569855},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.24615922570228577},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12466269731521606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981238722801208},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6157850623130798},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6153702735900879},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.572659969329834},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5161908268928528},{"id":"https://openalex.org/C3020781530","wikidata":"https://www.wikidata.org/wiki/Q181802","display_name":"Prosthetic hand","level":2,"score":0.4912680983543396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4664086103439331},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4445548951625824},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4444105327129364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41951024532318115},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40931808948516846},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3476236164569855},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.24615922570228577},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12466269731521606},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2012.6271873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2012.6271873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Symposium on Circuits and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2012418098","https://openalex.org/W2091967860","https://openalex.org/W2098607027","https://openalex.org/W2100068253","https://openalex.org/W2103164394","https://openalex.org/W2103885650","https://openalex.org/W2117520075","https://openalex.org/W2124333487","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2145096794","https://openalex.org/W2155792383","https://openalex.org/W2160979406","https://openalex.org/W2164452299","https://openalex.org/W2296616510","https://openalex.org/W2539358877","https://openalex.org/W2542170364","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2376139493","https://openalex.org/W2379589510","https://openalex.org/W4300044672","https://openalex.org/W2810730439","https://openalex.org/W2911808920","https://openalex.org/W1881631164","https://openalex.org/W2141253262","https://openalex.org/W3156756500","https://openalex.org/W4387322047"],"abstract_inverted_index":{"Upper":[0],"extremity":[1],"prosthetic":[2,25,44],"limbs":[3,26],"have":[4],"succeeded":[5],"in":[6,128],"providing":[7],"people":[8],"affected":[9],"by":[10,29,110,115,150],"disabilities":[11],"such":[12],"as":[13],"amputation":[14],"or":[15],"paralysis":[16],"the":[17,35,38,41,50,59,74,78,90,96,112,116,121,125,135,147],"ability":[18],"to":[19],"perform":[20],"simple":[21],"manual":[22],"tasks.":[23],"Typically,":[24],"are":[27],"controlled":[28],"electromyography":[30],"(EMG)":[31],"signals":[32,93],"read":[33],"from":[34],"muscles":[36],"of":[37,43,49,61,77,98],"patient.":[39],"As":[40],"capabilities":[42],"hands":[45],"improve":[46],"toward":[47],"those":[48],"intact":[51],"human":[52],"hand,":[53],"their":[54],"mechanical":[55],"complexity":[56,109],"increases,":[57],"making":[58],"development":[60],"advanced":[62],"techniques":[63],"for":[64,104,133],"reading":[65],"and":[66,108],"interpreting":[67],"these":[68],"EMG":[69,92],"signals,":[70,127],"while":[71,155],"pushing":[72],"down":[73],"power":[75,107],"consumption":[76],"sensing":[79],"device":[80],"is":[81],"becoming":[82],"more":[83],"critical.":[84],"In":[85],"this":[86],"work,":[87],"we":[88,144],"investigate":[89],"classification":[91,157],"acquired":[94],"using":[95,141],"technique":[97],"compressive":[99,142],"sensing,":[100,143],"which":[101,124],"provides":[102],"solutions":[103],"reducing":[105],"sensor":[106],"relaxing":[111],"constraints":[113],"posed":[114],"Shannon":[117],"sampling":[118,148],"theorem":[119],"on":[120],"rate":[122,149],"at":[123,151],"analog":[126],"general,":[129],"should":[130],"be":[131],"sampled":[132],"preserving":[134],"signal's":[136],"information.":[137],"We":[138],"show":[139],"that":[140],"can":[145],"reduce":[146],"least":[152],"10":[153],"times":[154],"maintaining":[156],"accuracy":[158],"higher":[159],"than":[160],"95%.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}