Filters
Bayesian Filters in Tracking and Location Techniques
The framework for location techniques based on Personal area networks and Bayesian filters is described in this paper. Two most commonly used Bayesian filters are picked out for our simulations - Kalman and Particl...
JA - Elektronika a optoelektronika, elektrotechnika
- 2009 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Bayesian filtering with discrete-valued state
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
BC - Teorie a systémy řízení
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayesian Decision Making library
of Bayesian filtering (such as marginalized particle filter) and control (LQG controlBayesian decision making library is a systematic software image of Bayesian theory of decision making. Mathematical obj...
BC - Teorie a systémy řízení
- 2009 •
- R
Rok uplatnění
R - Software
Bayesian Filters in Practice
Bayesian filters represent the most commonly used tool for state estimation not only in mobile robotics. The filters are widely used in sensor data fusion of Bayesian filtering can be explained using real ...
JD - Využití počítačů, robotika a její aplikace
- 2010 •
- D
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D - Stať ve sborníku
Sequential Gibbs Particle Filter Algorithm with Applications to Stochastic Volatility and Jumps Estimation
Main topics of the document: Bayesian methods; particle filters; stochastic volatility; jumps...
Public administration
- 2019 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Variational Bayesian Filtering
The use of the Variational Bayes (VB) approximation in Bayesian filtering is studied, both as a means to accelerate marginalized particle filtering for speeding up stochastic approximations in Bayesian filterin...
BC - Teorie a systémy řízení
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Knowledge Transfer in a Pair of Uniformly Modelled Bayesian Filters
the opportunity to achieve optimal Bayesian knowledge transfer between bounded-error filteringThe paper presents an optimal Bayesian transfer learning technique applied processes. Contrary to conventional geometric approac...
Statistics and probability
- 2019 •
- O
Rok uplatnění
O - Ostatní výsledky
The variational Bayes approximation in Bayesian filtering
The Variational Bayes (VB) approximation is applied in the context of Bayesian filtering, yielding a tractable on-line scheme for a wide range of non-stationary parametric models. This VB-filtering scheme is used to identif...
BD - Teorie informace
- 2006 •
- D
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D - Stať ve sborníku
Bayesian Quadrature in Nonlinear Filtering
systems by means of quadrature- based filtering algorithms. The algorithms use of the integral by Bayesian quadrature. The Bayesian quadrature perceives the integral itself estimation of covariances in quadrature-based
Automation and control systems
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Directional Splitting for Structure Adaptation of Bayesian Filters
. The state is estimated within the Bayesian framework using the Gaussian filter and the Gaussian mixture filter. The paper is concerned with the joint Gaussianity assumption of the Gaussian filter and monitoring i...
Automation and control systems
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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