{"id":"https://openalex.org/W4391382777","doi":"https://doi.org/10.1109/camsap58249.2023.10403454","title":"A Variable-Step LMS-Based Adaptive Filtering Algorithm Using Standard Deviation","display_name":"A Variable-Step LMS-Based Adaptive Filtering Algorithm Using Standard Deviation","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391382777","doi":"https://doi.org/10.1109/camsap58249.2023.10403454"},"language":"en","primary_location":{"id":"doi:10.1109/camsap58249.2023.10403454","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camsap58249.2023.10403454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","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/A5075384707","display_name":"Martin Garcia-Hernandez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161354","display_name":"Universidad Abierta y a Distancia","ror":"https://ror.org/05rdf3493","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210161354"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Martin Garcia-Hernandez","raw_affiliation_strings":["UnADM/UMG/Movi&#x011D;o Tech,Research and Development Department,Jalisco,Mexico,45654"],"affiliations":[{"raw_affiliation_string":"UnADM/UMG/Movi&#x011D;o Tech,Research and Development Department,Jalisco,Mexico,45654","institution_ids":["https://openalex.org/I4210161354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075384707"],"corresponding_institution_ids":["https://openalex.org/I4210161354"],"apc_list":null,"apc_paid":null,"fwci":0.4331,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58840899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"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/T10860","display_name":"Speech and Audio Processing","score":0.9998999834060669,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.7791513800621033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688024997711182},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6389241814613342},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5851905345916748},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5491951107978821},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.5096728801727295},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.49735620617866516},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.49569857120513916},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.46311676502227783},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4611419141292572},{"id":"https://openalex.org/keywords/digital-filter","display_name":"Digital filter","score":0.45275142788887024},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.4336715638637543},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.42751413583755493},{"id":"https://openalex.org/keywords/adaptive-algorithm","display_name":"Adaptive algorithm","score":0.422504186630249},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.4220197796821594},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2685238718986511},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.2201414704322815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11252197623252869},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09693145751953125},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08594068884849548}],"concepts":[{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.7791513800621033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688024997711182},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6389241814613342},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5851905345916748},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5491951107978821},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.5096728801727295},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.49735620617866516},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.49569857120513916},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.46311676502227783},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4611419141292572},{"id":"https://openalex.org/C36390408","wikidata":"https://www.wikidata.org/wiki/Q1163067","display_name":"Digital filter","level":3,"score":0.45275142788887024},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.4336715638637543},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.42751413583755493},{"id":"https://openalex.org/C2776003309","wikidata":"https://www.wikidata.org/wiki/Q1988072","display_name":"Adaptive algorithm","level":2,"score":0.422504186630249},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.4220197796821594},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2685238718986511},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.2201414704322815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11252197623252869},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09693145751953125},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08594068884849548},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/camsap58249.2023.10403454","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camsap58249.2023.10403454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W87496662","https://openalex.org/W2095929777","https://openalex.org/W2103248455","https://openalex.org/W2115435049","https://openalex.org/W2160498832","https://openalex.org/W2168314852","https://openalex.org/W4236087597","https://openalex.org/W4312646110","https://openalex.org/W4328054482","https://openalex.org/W4366818388","https://openalex.org/W4376607952","https://openalex.org/W4379875360"],"related_works":["https://openalex.org/W2586228848","https://openalex.org/W1605296084","https://openalex.org/W1998353256","https://openalex.org/W2189195857","https://openalex.org/W2144530466","https://openalex.org/W2085953673","https://openalex.org/W2076969796","https://openalex.org/W2276435569","https://openalex.org/W2051390178","https://openalex.org/W4380605581"],"abstract_inverted_index":{"Adaptive":[0],"filters":[1],"are":[2],"used":[3],"in":[4,142],"digital":[5,88],"signal":[6],"processing":[7],"for":[8,107],"a":[9,52,104,132],"variety":[10],"of":[11,42,69,86,95,110,144],"applications":[12],"including":[13],"echo":[14],"cancellation,":[15],"noise":[16],"suppression,":[17],"channel":[18,23],"equalization,":[19],"source":[20],"separation,":[21],"and":[22,31,65,82,99,147],"estimation.":[24],"Their":[25],"main":[26],"function":[27],"is":[28,50,58,79,103],"to":[29,36,38,73],"automatically":[30],"dynamically":[32],"adjust":[33],"their":[34],"coefficients":[35,85,112],"adapt":[37],"the":[39,43,62,67,84,87,92,96,108,111,124,129,136],"changing":[40],"characteristics":[41],"input":[44],"signal.":[45],"In":[46],"this":[47],"work":[48],"it":[49],"presented":[51],"new":[53,105],"adaptive":[54],"filtering":[55],"algorithm":[56,78,130],"that":[57,113,128],"aimed":[59],"at":[60],"reducing":[61],"estimation":[63,97],"error":[64,98,148],"improving":[66],"speed":[68,146],"convergence":[70,145],"with":[71],"respect":[72],"existing":[74],"algorithms.":[75],"The":[76,120],"proposed":[77],"variable":[80],"step":[81],"adjusts":[83],"filter":[89],"based":[90],"on":[91],"standard":[93],"deviation":[94],"its":[100],"derivative.":[101],"This":[102],"approach":[106],"adaptation":[109],"had":[114],"not":[115],"been":[116],"explored":[117],"until":[118],"now.":[119],"results":[121],"obtained":[122],"from":[123],"performance":[125],"evaluation":[126],"show":[127],"shows":[131],"wide":[133],"advantage":[134],"over":[135],"well-known":[137],"Variable":[138],"Step":[139],"Size":[140],"(VSS)":[141],"terms":[143],"reduction.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
