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Description
  • Článek popisuje metodiku robustního odhadování procesů typu ARX (externě stimulovaná autoregrese) s neznámým typem neměřeného šumu. Odhadování je pojato jako odhadování dynamické směsi jejíž komponenty mají společnou determnistickou část, ale odlišné charakteristiky šumu. Na obecné úrovni se tak sjednocuje odhadování a předzpracování dat. (cs)
  • A mixture-based framework for robust estimation of ARX-type processes is presented. The ARX process is presumed to suffer from an unknown noise and/or distortion. The approach taken here is to model the overall degraded process via a mixture. Each component of this mixture uses the same ARX model but explores a different noise/distortion process. Estimation of this mixture unifies the preprocessing and process modelling tasks.
  • A mixture-based framework for robust estimation of ARX-type processes is presented. The ARX process is presumed to suffer from an unknown noise and/or distortion. The approach taken here is to model the overall degraded process via a mixture. Each component of this mixture uses the same ARX model but explores a different noise/distortion process. Estimation of this mixture unifies the preprocessing and process modelling tasks. (en)
Title
  • Robust estimation of autoregressive processes using a mixture-based filter-bank
  • Robust estimation of autoregressive processes using a mixture-based filter-bank (en)
  • Robustní odhad autoregresních procesů pomocí směsi tvořené bankou filtrů (cs)
skos:prefLabel
  • Robust estimation of autoregressive processes using a mixture-based filter-bank
  • Robust estimation of autoregressive processes using a mixture-based filter-bank (en)
  • Robustní odhad autoregresních procesů pomocí směsi tvořené bankou filtrů (cs)
skos:notation
  • RIV/67985556:_____/05:00411297!RIV06-AV0-67985556
http://linked.open.../vavai/riv/strany
  • 315;323
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0572), P(GA102/03/0049), P(GP102/03/P010), P(IBS1075351), Z(AV0Z10750506)
http://linked.open...iv/cisloPeriodika
  • 4
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 541310
http://linked.open...ai/riv/idVysledku
  • RIV/67985556:_____/05:00411297
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Bayesian estimation; probabilistic mixtures; recursive estimation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • NL - Nizozemsko
http://linked.open...ontrolniKodProRIV
  • [E7BB3E8A3B3A]
http://linked.open...i/riv/nazevZdroje
  • Systems and Control Letters
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 54
http://linked.open...iv/tvurceVysledku
  • Guy, Tatiana Valentine
  • Kárný, Miroslav
  • Šmídl, V.
  • Anthony, Q.
http://linked.open...n/vavai/riv/zamer
issn
  • 0167-6911
number of pages
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