{"id":"https://openalex.org/W4387681981","doi":"https://doi.org/10.1109/tim.2023.3324345","title":"Evolutionary Algorithm-Based Optimal Wiener-Adaptive Filter Design: An Application on EEG Noise Mitigation","display_name":"Evolutionary Algorithm-Based Optimal Wiener-Adaptive Filter Design: An Application on EEG Noise Mitigation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387681981","doi":"https://doi.org/10.1109/tim.2023.3324345"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3324345","doi":"https://doi.org/10.1109/tim.2023.3324345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3324345","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5103178369","display_name":"Shubham Yadav","orcid":"https://orcid.org/0000-0001-8759-7214","observed_orcids":["https://orcid.org/0000-0001-8759-7214"]},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shubham Yadav","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology, Raipur, Chhattisgarh, India"],"raw_orcid":"https://orcid.org/0000-0001-8759-7214","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology, Raipur, Chhattisgarh, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728279","display_name":"Suman Kumar Saha","orcid":"https://orcid.org/0000-0002-4329-0410","observed_orcids":["https://orcid.org/0000-0002-4329-0410","https://orcid.org/0000-0002-2213-9287"]},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suman Kumar Saha","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology, Raipur, Chhattisgarh, India"],"raw_orcid":"https://orcid.org/0000-0002-4329-0410","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology, Raipur, Chhattisgarh, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012097209","display_name":"Rajib Kar","orcid":"https://orcid.org/0000-0002-5789-0580","observed_orcids":["https://orcid.org/0000-0002-5789-0580"]},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajib Kar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0002-5789-0580","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, West Bengal, India","institution_ids":["https://openalex.org/I155837530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":2.7783,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.92316166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.6836000084877014,"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"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.6836000084877014,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.11410000175237656,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.06459999829530716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/eeg-artifact-removal","display_name":"EEG artifact removal","score":0.8289999961853027},{"id":"https://openalex.org/keywords/evolutionary-optimization","display_name":"evolutionary optimization","score":0.6579999923706055},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.652999997138977},{"id":"https://openalex.org/keywords/electrooculogram","display_name":"electrooculogram","score":0.6629999876022339},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"electrocardiogram","score":0.9679999947547913},{"id":"https://openalex.org/keywords/white-gaussian-noise","display_name":"Gaussian white noise","score":0.7839999794960022},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"signal-to-noise ratio","score":0.8240000009536743},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"mean squared error","score":0.8830000162124634},{"id":"https://openalex.org/keywords/eeg-signal-enhancement","display_name":"EEG signal enhancement","score":0.8180000185966492}],"concepts":[{"id":"https://openalex.org/C18537770","wikidata":"https://www.wikidata.org/wiki/Q25523","display_name":"Wiener filter","level":2,"score":0.6813916563987732},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.5728548765182495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5713462233543396},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5438097715377808},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5165297389030457},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5048151612281799},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.4739406406879425},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4709934592247009},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.46918368339538574},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.4532904624938965},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.4420763850212097},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3739405870437622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35297897458076477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2604462504386902},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11780712008476257},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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:10.1109/tim.2023.3324345","doi":"https://doi.org/10.1109/tim.2023.3324345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3324345","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1588424744","https://openalex.org/W1608735834","https://openalex.org/W2007221293","https://openalex.org/W2010431503","https://openalex.org/W2055528612","https://openalex.org/W2118289156","https://openalex.org/W2121034421","https://openalex.org/W2162800060","https://openalex.org/W2271045533","https://openalex.org/W2295480719","https://openalex.org/W2557870640","https://openalex.org/W2581252483","https://openalex.org/W2624540538","https://openalex.org/W2771747965","https://openalex.org/W2790725051","https://openalex.org/W2791159829","https://openalex.org/W2905509027","https://openalex.org/W2910282310","https://openalex.org/W2947595576","https://openalex.org/W3025841075","https://openalex.org/W3026650113","https://openalex.org/W3042702952","https://openalex.org/W3080531158","https://openalex.org/W3108214995","https://openalex.org/W3137070123","https://openalex.org/W3170435953","https://openalex.org/W3184920965","https://openalex.org/W3193785942","https://openalex.org/W4200212608","https://openalex.org/W4210406885","https://openalex.org/W4224014415","https://openalex.org/W4224287267","https://openalex.org/W4293508746","https://openalex.org/W4319879635","https://openalex.org/W4321764325","https://openalex.org/W4382600836"],"related_works":["https://openalex.org/W2967359396","https://openalex.org/W2946669959","https://openalex.org/W4393169019","https://openalex.org/W2106100330","https://openalex.org/W3027110692","https://openalex.org/W4200212608","https://openalex.org/W2352832507","https://openalex.org/W4237780753","https://openalex.org/W2610872350","https://openalex.org/W2393434425"],"abstract_inverted_index":{"Objective:":[0],"Electroencephalogram":[1],"(EEG)":[2],"signals":[3,8,101],"are":[4],"well-known":[5],"non-stationary":[6],"brain":[7],"of":[9,91],"lower":[10],"strength.":[11],"Due":[12],"to":[13,43,121,150],"their":[14],"small":[15],"amplitude,":[16],"they":[17],"attract":[18],"other":[19,151],"biomedical":[20],"artefacts":[21,31],"from":[22,32],"the":[23,33,40,78,88,117,123,143,156],"surroundings.":[24],"This":[25],"research":[26],"mainly":[27],"focuses":[28],"on":[29],"removing":[30],"EEG.":[34],"Method:":[35],"The":[36,93,139],"presented":[37],"work":[38],"uses":[39],"recent":[41],"metaheuristics":[42],"efficiently":[44],"design":[45,90],"a":[46],"Wiener-based":[47],"adaptive":[48],"noise":[49,112],"mitigation":[50],"structure":[51,95],"(WANMS).":[52],"Many":[53],"powerful":[54],"evolutionary":[55],"optimisation":[56,63,68,74,81],"algorithms":[57,119],"(EOAs)":[58],"such":[59,102],"as":[60,103],"particle":[61],"swarm":[62],"algorithm":[64,69,75,82],"(PSOA),":[65],"moth":[66],"flame":[67],"(MFOA),":[70],"symbiotic":[71],"organism":[72],"search":[73],"(SOSOA),":[76],"and":[77,106,133],"student":[79],"psychology-based":[80],"(SPBOA)":[83],"have":[84],"been":[85],"applied":[86,120],"for":[87,162],"optimal":[89],"WANMS.":[92],"proposed":[94,144,157],"is":[96],"analysed":[97],"with":[98,109,129],"various":[99],"noisy":[100],"electrooculogram":[104],"(EOG)":[105],"electrocardiogram":[107],"(ECG)":[108],"white":[110],"Gaussian":[111],"(WGN).":[113],"Results:":[114],"Among":[115],"all":[116],"metaheuristic":[118],"WANMS,":[122],"SPBOA-based":[124],"WANMS":[125],"has":[126],"performed":[127],"better":[128],"improved":[130],"Signal-to-Noise-Ratio":[131],"(SNR)":[132],"minimal":[134],"Mean-Squared-Error":[135],"(MSE)":[136],"values.":[137],"Conclusion:":[138],"results":[140],"obtained":[141],"through":[142],"technique":[145],"ensure":[146],"its":[147],"supremacy":[148],"compared":[149],"state-of-the-art":[152],"techniques.":[153],"Significance:":[154],"Hence,":[155],"method":[158],"can":[159],"be":[160],"utilised":[161],"EEG":[163],"signal":[164],"enhancement.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-10-17T00:00:00"}
