{"id":"https://openalex.org/W4404739865","doi":"https://doi.org/10.1109/icbase63199.2024.10762238","title":"An improved variable step size LMS adaptive filtering algorithm based on hyperbolic sine function and its application","display_name":"An improved variable step size LMS adaptive filtering algorithm based on hyperbolic sine function and its application","publication_year":2024,"publication_date":"2024-09-20","ids":{"openalex":"https://openalex.org/W4404739865","doi":"https://doi.org/10.1109/icbase63199.2024.10762238"},"language":"en","primary_location":{"id":"doi:10.1109/icbase63199.2024.10762238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase63199.2024.10762238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Big Data &amp;amp; Artificial Intelligence &amp;amp; Software Engineering (ICBASE)","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/A5022703089","display_name":"Zhengang Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengang Wan","raw_affiliation_strings":["Jiangsu University of Science and Technology,Zhenjiang,China"],"affiliations":[{"raw_affiliation_string":"Jiangsu University of Science and Technology,Zhenjiang,China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030979056","display_name":"Yonghao Zhou","orcid":"https://orcid.org/0009-0001-8690-1250"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghao Zhou","raw_affiliation_strings":["Jiangsu University of Science and Technology,Zhenjiang,China"],"affiliations":[{"raw_affiliation_string":"Jiangsu University of Science and Technology,Zhenjiang,China","institution_ids":["https://openalex.org/I4210096899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022703089"],"corresponding_institution_ids":["https://openalex.org/I4210096899"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23577528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9919999837875366,"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":0.9919999837875366,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9793999791145325,"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/sine","display_name":"Sine","score":0.7241879105567932},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.6214982867240906},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6006079912185669},{"id":"https://openalex.org/keywords/hyperbolic-function","display_name":"Hyperbolic function","score":0.5907520055770874},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5780194997787476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5314815044403076},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5111024975776672},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3614785671234131},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08661937713623047}],"concepts":[{"id":"https://openalex.org/C186661526","wikidata":"https://www.wikidata.org/wiki/Q13647261","display_name":"Sine","level":2,"score":0.7241879105567932},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.6214982867240906},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6006079912185669},{"id":"https://openalex.org/C92047909","wikidata":"https://www.wikidata.org/wiki/Q204034","display_name":"Hyperbolic function","level":2,"score":0.5907520055770874},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5780194997787476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5314815044403076},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5111024975776672},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3614785671234131},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08661937713623047},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbase63199.2024.10762238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase63199.2024.10762238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Big Data &amp;amp; Artificial Intelligence &amp;amp; Software Engineering (ICBASE)","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":1,"referenced_works":["https://openalex.org/W4223652907"],"related_works":["https://openalex.org/W4400119287","https://openalex.org/W2983300459","https://openalex.org/W95230609","https://openalex.org/W1559834326","https://openalex.org/W2358582134","https://openalex.org/W30117616","https://openalex.org/W2095746279","https://openalex.org/W2914880596","https://openalex.org/W1985936210","https://openalex.org/W2068868705"],"abstract_inverted_index":{"This":[0,54],"paper":[1],"presents":[2],"an":[3,87],"enhanced":[4],"variable":[5],"step-size":[6,60],"LMS":[7],"(VSS-LMS)":[8],"algorithm":[9,45,56,101],"using":[10],"a":[11,42,58],"hyperbolic":[12,49],"tangent":[13,50],"function":[14,51],"to":[15],"address":[16],"the":[17,48,99],"poor":[18],"performance":[19,81],"of":[20],"traditional":[21,83],"VSS-LMS":[22,29,44,89],"algorithms":[23],"in":[24],"non-Gaussian":[25,37,92],"environments.":[26],"The":[27],"conventional":[28],"struggles":[30],"with":[31,63,82],"adaptability":[32],"and":[33,76,79,86,106],"convergence":[34,75,104],"speed":[35,105],"under":[36,90],"noise.":[38],"To":[39],"overcome":[40],"this,":[41],"parameter-free":[43],"based":[46],"on":[47],"is":[52],"proposed.":[53],"new":[55],"introduces":[57],"nonlinear":[59],"error":[61],"model":[62],"five":[64],"adaptive":[65],"coefficients":[66],"($\\beta,\\text":[67],"k,\\text":[68],"b,\\text":[69],"a,":[70],"\\text":[71],"m$).":[72],"It":[73],"analyzes":[74],"algorithmic":[77],"complexity":[78],"compares":[80],"LMS,":[84],"VSS-LMS,":[85],"improved":[88],"various":[91],"noise":[93],"conditions.":[94],"Simulation":[95],"results":[96],"demonstrate":[97],"that":[98],"proposed":[100],"significantly":[102],"improves":[103],"steady-state":[107],"characteristics,":[108],"achieving":[109],"near-theoretical":[110],"SNR":[111],"performance.":[112]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
