Filters
On-line estimation of atmospheric dispersion model parameters using sequential Monte Carlo methods
Exploitation of the data assimilation methodology (particle filtering) in the field of radiation protection is studied.
BC - Teorie a systémy řízení
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayesian Analysis of Stochastic System Dynamics
a practical example the use of a sequential Monte Carlo method for approximationThe paper suggests extension of the traditional system dynamics approach to modeling of economic and social systems to the case of a ...
BB - Aplikovaná statistika, operační výzkum
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Sequential Monte Carlo Method For State Estimation Of Nonlinear Non-Gaussian Systems
systems and focuses on the sequential Monte Carlo method for computation of probability density function of the state conditioned by the measurement. The method has an alternative to the standard numerica...
BC - Teorie a systémy řízení
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Space time models in stochastic geometry
Space time random sets are studied. First the random unions of interacting discs and their temporal evolution is described by a state space model. Sequential Monte Carlo methods are used for parameter estimation. S...
BA - Obecná matematika
- 2015 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Sequential Monte Carlo estimation of transition probabilities in mixture filtering problems
. To overcome the misspecification, the present paper proposes a novel Sequential Monte Carlo procedure for estimating the transition probabilities. More specifically technique outperforms some of the classical methods<...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
On-line state estimation using statistical methods
to solve the problem. The paper deals with an application of Sequential Monte Carlo methods in thfield of state estimation of non-Gaussian and non-linear systems. The attention is focused on using "Sequential<...
BC - Teorie a systémy řízení
- 1999 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Data assimilation methods used in the ASIM module
Comprehensive review of data assimilation methods for improvement of the model predictions of consequences of a radiation accident. The methods of the numerical optimization techniques and sequential Monte Carl...
AQ - Bezpečnost a ochrana zdraví, člověk – stroj
- 2013 •
- O
Rok uplatnění
O - Ostatní výsledky
On the Inverse Music Sequencer Operation - Detection of Music Components from Wave Table in Complex Music Signal
be arbitrary. Transcription algorithm based on the Sequential Monte Carlo is described...
IN - Informatika
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Resurrection of Monte Carlo Method
Usage of Monte Carlo method for population balances.
JP - Průmyslové procesy a zpracování
- 2003 •
- A
Rok uplatnění
A - Audiovizuální tvorba
Monte Carlo method in computer simulations
Monte Carlo method in computer simulations...
JD - Využití počítačů, robotika a její aplikace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
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