Počet záznamů: 1

Online filtering for hybrid systems

  1. 1.
    0360430 - UTIA-B 2012 RIV IT eng C - Konferenční příspěvek (zahraniční konf.)
    Suzdaleva, Evgenia - Nagy, Ivan - Dungl, Martin
    Online filtering for hybrid systems.
    Proceedings of the 14th Applied Stochastic Models and Data Analysis Conference (ASMDA2011). Rome: Faculty of Economics of the University of Rome “La Sapienza”, 2011, s. 1299-1306. ISBN 978-88-467-3045-9.
    [14th Applied Stochastic Models and Data Analysis Conference. Rome (IT), 07.06.2011-10.06.2011]
    Grant CEP: GA MŠk 1M0572
    Výzkumný záměr: CEZ:AV0Z10750506
    Klíčová slova: state estimation * online filtering * hybrid systems
    Kód oboru RIV: BC - Teorie a systémy řízení
    http://library.utia.cas.cz/separaty/2011/AS/suzdaleva-online filtering for hybrid systems.pdf http://library.utia.cas.cz/separaty/2011/AS/suzdaleva-online filtering for hybrid systems.pdf

    The paper deals with online state estimation for dynamic hybrid systems with mixed continuous and discrete states. The proposed solution is based on a decomposed version of the state-space model and Bayesian filtering. Specialization to Gaussian linear dynamic and multinomial state-space models is described. Experiments with real data illustrating the presented approach are provided.
    Trvalý link: http://hdl.handle.net/11104/0197988