{"id":"https://openalex.org/W2802249206","doi":"https://doi.org/10.26634/jdp.3.3.3594","title":"A Combined Noise Filtration Approach For Emg Signals Using Classical Filters With Independent Component Analysis (Ica)","display_name":"A Combined Noise Filtration Approach For Emg Signals Using Classical Filters With Independent Component Analysis (Ica)","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2802249206","doi":"https://doi.org/10.26634/jdp.3.3.3594","mag":"2802249206"},"language":"en","primary_location":{"id":"doi:10.26634/jdp.3.3.3594","doi":"https://doi.org/10.26634/jdp.3.3.3594","is_oa":false,"landing_page_url":"https://doi.org/10.26634/jdp.3.3.3594","pdf_url":null,"source":{"id":"https://openalex.org/S4210187833","display_name":"i-manager s Journal on Digital Signal Processing","issn_l":"2321-7480","issn":["2321-7480","2322-0368"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4362724891","host_organization_name":"i-manager Publications","host_organization_lineage":["https://openalex.org/P4362724891"],"host_organization_lineage_names":["i-manager Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"i-manager's Journal on Digital Signal Processing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5001134816","display_name":"Pradeep Kumar Jaisal","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pradeep Kumar Jaisal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5001134816"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9789999723434448,"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":0.9789999723434448,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.003800000064074993,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electromyography","display_name":"electromyography","score":0.9049999713897705},{"id":"https://openalex.org/keywords/emg-signal-denoising","display_name":"EMG signal denoising","score":0.9399999976158142},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.675000011920929},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"independent component analysis","score":0.9330000281333923},{"id":"https://openalex.org/keywords/surface-electrodes","display_name":"surface electrodes","score":0.5509999990463257}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.9195646047592163},{"id":"https://openalex.org/C128489963","wikidata":"https://www.wikidata.org/wiki/Q1187724","display_name":"Filtration (mathematics)","level":2,"score":0.631651759147644},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6112600564956665},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5666029453277588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38160252571105957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35666215419769287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3217282295227051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32101958990097046},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1739911139011383},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1541563868522644},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.26634/jdp.3.3.3594","doi":"https://doi.org/10.26634/jdp.3.3.3594","is_oa":false,"landing_page_url":"https://doi.org/10.26634/jdp.3.3.3594","pdf_url":null,"source":{"id":"https://openalex.org/S4210187833","display_name":"i-manager s Journal on Digital Signal Processing","issn_l":"2321-7480","issn":["2321-7480","2322-0368"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4362724891","host_organization_name":"i-manager Publications","host_organization_lineage":["https://openalex.org/P4362724891"],"host_organization_lineage_names":["i-manager Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"i-manager's Journal on Digital Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1605883445","https://openalex.org/W1820030641","https://openalex.org/W1952331239","https://openalex.org/W2002499457","https://openalex.org/W2062715730","https://openalex.org/W2099911502","https://openalex.org/W2115790233","https://openalex.org/W2123649031","https://openalex.org/W2158728671","https://openalex.org/W2523910385"],"related_works":["https://openalex.org/W6969317422","https://openalex.org/W2094681201","https://openalex.org/W2365756080","https://openalex.org/W6967147682","https://openalex.org/W2907758532","https://openalex.org/W2107074829","https://openalex.org/W1978755554","https://openalex.org/W2023858116","https://openalex.org/W4237474256","https://openalex.org/W2277849383"],"abstract_inverted_index":{"Biomedical":[0],"signals":[1,52,127,150],"generally":[2],"measures":[3,50],"an":[4,154],"aggregate":[5],"electrical":[6,51],"signal":[7,28,44,48,77,104],"captured":[8],"from":[9,128],"any":[10,60],"body":[11],"organ":[12],"which":[13,82,117,134],"is":[14,29,45,78,83,90,118,151],"used":[15],"to":[16,92],"generate":[17],"a":[18,30,46,79],"physical":[19,63],"activity":[20],"in":[21,36,54,157],"that":[22,49],"part":[23],"of":[24,32,38,62,98,123,138,148],"the":[25,55,70,75,86,93,101,113,121,124,144],"body.":[26],"This":[27],"function":[31],"time":[33],"and":[34,40,89,95,146],"represented":[35],"terms":[37],"frequency":[39],"phase.":[41],"The":[42,65,160],"EMG":[43,76,103,114,149],"biomedical":[47,158],"produced":[53],"muscles":[56],"when":[57],"it":[58],"performs":[59],"kind":[61],"activity.":[64],"nervous":[66,87],"system":[67,88],"continuously":[68],"controls":[69],"muscle":[71],"movement":[72],"(contraction/extraction).":[73],"Henceforth,":[74],"complex":[80],"signal,":[81],"controlled":[84],"by":[85],"related":[91],"anatomical":[94],"physiological":[96],"properties":[97],"muscles.":[99],"Inside":[100],"body,":[102],"catches":[105],"noise":[106],"while":[107],"going":[108],"through":[109],"diverse":[110,139],"tissues.":[111],"Additionally,":[112],"electrodes":[115],"especially":[116],"mounted":[119],"at":[120,132],"surface":[122],"skin":[125],"gathers":[126],"distinctive":[129],"motor":[130],"units":[131],"once":[133],"may":[135],"produce":[136],"superposition":[137],"signals.":[140],"In":[141],"present":[142],"days,":[143],"classification":[145],"detection":[147],"turning":[152],"into":[153],"imperative":[155],"necessity":[156],"instrumentation.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-05-17T00:00:00"}
