{"id":"https://openalex.org/W2046371563","doi":"https://doi.org/10.1109/tsp.2011.2176931","title":"Universal Switching FIR Filtering","display_name":"Universal Switching FIR Filtering","publication_year":2011,"publication_date":"2011-11-22","ids":{"openalex":"https://openalex.org/W2046371563","doi":"https://doi.org/10.1109/tsp.2011.2176931","mag":"2046371563"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.2176931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2176931","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Signal Processing","raw_type":"journal-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/A5080346989","display_name":"Taesup Moon","orcid":"https://orcid.org/0000-0002-9257-6503"},"institutions":[{"id":"https://openalex.org/I4210134091","display_name":"Yahoo (United States)","ror":"https://ror.org/040dkzz12","country_code":"US","type":"company","lineage":["https://openalex.org/I4210134091"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Taesup Moon","raw_affiliation_strings":["Yahoo! Labs, Sunnyvale, CA, USA","Yahoo! Labs., Sunnyvale, CA, USA"],"affiliations":[{"raw_affiliation_string":"Yahoo! Labs, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I4210134091"]},{"raw_affiliation_string":"Yahoo! Labs., Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I4210134091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5080346989"],"corresponding_institution_ids":["https://openalex.org/I4210134091"],"apc_list":null,"apc_paid":null,"fwci":0.4097,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67317933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"60","issue":"3","first_page":"1460","last_page":"1464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9861000180244446,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.48108622431755066},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4349520206451416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43486976623535156},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4142149090766907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4002181589603424},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.36109718680381775},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.355143666267395},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.257519394159317}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.48108622431755066},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4349520206451416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43486976623535156},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4142149090766907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4002181589603424},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.36109718680381775},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.355143666267395},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.257519394159317},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2011.2176931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2176931","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2127073054","https://openalex.org/W2127812780","https://openalex.org/W2144740475","https://openalex.org/W2149882723","https://openalex.org/W4249599117"],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1947085858","https://openalex.org/W2174986909","https://openalex.org/W2527791220","https://openalex.org/W2101991911","https://openalex.org/W2155070487","https://openalex.org/W4311589891","https://openalex.org/W3123835761","https://openalex.org/W118270247"],"abstract_inverted_index":{"We":[0,188],"revisit":[1],"recently":[2],"considered":[3],"universal":[4],"finite-impulse-response":[5],"(FIR)":[6],"filtering":[7,212],"problem":[8],"and":[9,64],"devise":[10],"a":[11,46,191],"scheme":[12,193],"that":[13,34,65,140,173],"asymptotically":[14],"attains":[15],"the":[16,22,35,39,54,58,67,95,117,120,122,128,131,142,148,182,211],"expected":[17,52,59,97,132],"mean-square":[18],"error":[19],"(MSE)":[20],"of":[21,38,61,66,119,127,134,141,150,210],"best":[23,40,68,143],"switching":[24,144],"FIR":[25,69,145],"filters":[26,41],"for":[27],"every":[28],"underlying":[29,129,183],"bounded,":[30],"real-valued":[31],"signal,":[32,130],"provided":[33],"switch":[36],"rate":[37],"are":[42],"sufficiently":[43],"slow.":[44],"As":[45],"performance":[47],"metric,":[48],"we":[49],"consider":[50],"adaptive":[51,96],"regret,":[53],"maximum":[55],"difference":[56],"between":[57],"MSE":[60,133],"our":[62,135,174],"filter":[63,70,136,175],"over":[71],"any":[72],"contiguous":[73],"time":[74],"interval.":[75],"Our":[76],"algorithm":[77],"is":[78,116,152],"shown":[79],"to":[80,139],"have":[81],"<i":[82,89,100,104,113,153,157,164,195,199],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[83,87,90,101,105,108,114,154,158,162,165,196,200],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">O</i>":[84,102,197],"(log":[85],"<sup":[86,107,161],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[88,109,163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">n</i>":[91,106,115,159,166,201],")":[92,110,202],"bound":[93,123],"on":[94],"regret":[98],"with":[99,194],"(":[103,198],"time-complexity,":[111],"where":[112],"length":[118],"signal;":[121],"implies":[124],"that,":[125],"regardless":[126],"universally":[137],"converges":[138],"filters,":[146],"if":[147],"number":[149],"switches":[151],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">o</i>":[155],"([(":[156],")/(log":[160],")])":[167],".":[168],"The":[169],"experimental":[170],"results":[171],"show":[172,190],"outperforms":[176],"its":[177],"stationary":[178],"counterpart":[179],"particularly":[180],"when":[181],"signal":[184],"has":[185],"time-varying":[186],"characteristics.":[187],"also":[189],"heuristic":[192],"time-complexity":[203],"works":[204],"well":[205],"without":[206],"losing":[207],"too":[208],"much":[209],"performance.":[213]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}