{"id":"https://openalex.org/W3005792515","doi":"https://doi.org/10.1109/ispacs48206.2019.8986401","title":"Hammerstein Spline Adaptive Filtering based on Normalised Least Mean Square Algorithm","display_name":"Hammerstein Spline Adaptive Filtering based on Normalised Least Mean Square Algorithm","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3005792515","doi":"https://doi.org/10.1109/ispacs48206.2019.8986401","mag":"3005792515"},"language":"en","primary_location":{"id":"doi:10.1109/ispacs48206.2019.8986401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs48206.2019.8986401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","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/A5005759446","display_name":"Sethakarn Prongnuch","orcid":"https://orcid.org/0000-0002-4950-7078"},"institutions":[{"id":"https://openalex.org/I880766802","display_name":"Graduate School USA","ror":"https://ror.org/04n835f38","country_code":"US","type":"education","lineage":["https://openalex.org/I880766802"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sethakarn Prongnuch","raw_affiliation_strings":["The Electrical Engineering Graduate School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Electrical Engineering Graduate School","institution_ids":["https://openalex.org/I880766802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028295368","display_name":"Suchada Sitjongsataporn","orcid":"https://orcid.org/0000-0002-2357-2365"},"institutions":[{"id":"https://openalex.org/I4322889","display_name":"Mahanakorn University of Technology","ror":"https://ror.org/05qebwp08","country_code":"TH","type":"education","lineage":["https://openalex.org/I4322889"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Suchada Sitjongsataporn","raw_affiliation_strings":["Mahanakorn University of Technology,Faculty of Engineering,Dept. of Electronic Engineering,140 Cheumsamphan Rd., Nongchok, Bangkok,Thailand,10530","Dept. of Electronic Engineering, Faculty of Engineering, Mahanakorn University of Technology, 140 Cheumsamphan Rd., Nongchok, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mahanakorn University of Technology,Faculty of Engineering,Dept. of Electronic Engineering,140 Cheumsamphan Rd., Nongchok, Bangkok,Thailand,10530","institution_ids":["https://openalex.org/I4322889"]},{"raw_affiliation_string":"Dept. of Electronic Engineering, Faculty of Engineering, Mahanakorn University of Technology, 140 Cheumsamphan Rd., Nongchok, Bangkok, Thailand","institution_ids":["https://openalex.org/I4322889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075960442","display_name":"Theerayod Wiangtong","orcid":"https://orcid.org/0000-0002-9836-785X"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Theerayod Wiangtong","raw_affiliation_strings":["King Mongkut's Institute of Technology Ladkrabang,Faculty of Engineering,Department of Electrical Engineering,1 Chalongkrung Rd., Ladkrabang, Bangkok,Thailand,10520","Department of Electrical Engineering, Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, 1 Chalongkrung Rd., Ladkrabang, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut's Institute of Technology Ladkrabang,Faculty of Engineering,Department of Electrical Engineering,1 Chalongkrung Rd., Ladkrabang, Bangkok,Thailand,10520","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, 1 Chalongkrung Rd., Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8775,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71906672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9959999918937683,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9955000281333923,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/spline","display_name":"Spline (mechanical)","score":0.7667409777641296},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6358550786972046},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.6010027527809143},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5161088705062866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5048893094062805},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.46773678064346313},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4467051923274994},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39599040150642395},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08521819114685059},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08343583345413208}],"concepts":[{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.7667409777641296},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6358550786972046},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.6010027527809143},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5161088705062866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5048893094062805},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.46773678064346313},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4467051923274994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39599040150642395},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08521819114685059},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08343583345413208},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispacs48206.2019.8986401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs48206.2019.8986401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1539916279","https://openalex.org/W1966048296","https://openalex.org/W2050075865","https://openalex.org/W2063620182","https://openalex.org/W2593113597","https://openalex.org/W2789791061"],"related_works":["https://openalex.org/W2287235845","https://openalex.org/W2586228848","https://openalex.org/W2081837274","https://openalex.org/W2253481662","https://openalex.org/W1998353256","https://openalex.org/W2357454918","https://openalex.org/W2189195857","https://openalex.org/W3040496336","https://openalex.org/W2370278301","https://openalex.org/W2146261928"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"normalised":[4],"least":[5],"mean":[6],"square":[7],"algorithm":[8,44],"based":[9],"on":[10],"Hammerstein":[11,17],"spline":[12,29,53],"adaptive":[13,18,54],"filtering.":[14],"A":[15],"nonlinear":[16],"filters":[19],"consists":[20],"of":[21],"memory-less":[22],"function":[23],"modified":[24],"during":[25],"learning":[26],"and":[27],"the":[28,42,51],"control":[30],"point":[31],"is":[32],"automatically":[33],"controlled":[34],"by":[35],"gradient-based":[36],"method.":[37],"Simulation":[38],"results":[39],"demonstrate":[40],"that":[41],"proposed":[43],"exhibits":[45],"more":[46],"robust":[47],"performance":[48],"compared":[49],"with":[50],"conventional":[52],"filtering":[55],"algorithms.":[56]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}