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Bayesian filtering with discrete-valued state
- 1.0329034 - ÚTIA 2010 RIV GB eng C - Conference Paper (international conference)
Suzdaleva, Evgenia - Nagy, Ivan - Pavelková, Lenka
Bayesian filtering with discrete-valued state.
[Bayesovská filtrace s diskrétními stavy.]
2009 IEEE/SP 15th Workshop on Statistical Signal Processing. Cardiff: Research Publishing Services, 2009, s. 1-4. ISBN 978-1-4244-2710-9.
[IEEE/SP 15th Workshop on Statistical Signal Processing. Cardiff (GB), 31.08.2009-3.09.2009]
R&D Projects: GA MŠMT 1M0572; GA ČR(CZ) GP201/06/P434
Institutional research plan: CEZ:AV0Z10750506
Keywords : state-space model * Bayesian filtering * discrete distribution
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2009/AS/suzdaleva-bayesian filtering with discrete-valued state.pdf
The paper deals with estimation of a state with discrete values. The proposed estimation technique is evolved as an application of Bayesian filtering to a state-space model with discrete distribution. The example of filtering is shown with Bernoulli distributions.
Článek se zabývá bayesovskou filtrací s diskrétními stavy. Navržená technika odhadování je vyvíjena jako aplikace bayesovké filtrace na stavovém modelu s diskrétními stavy. Je uveden příklad filtrace s Bernoulliho rozdělením.
Permanent Link: http://hdl.handle.net/11104/0175177
Number of the records: 1