Filters
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 ...
BC - Teorie a systémy řízení
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Diffusion Estimation Of State-Space Models: Bayesian Formulation
The paper studies the problem of decentralized distributed estimation of the state-space models from the Bayesian viewpoint. The adopted diffusion strategy, consisting of collective adaptation to new data and combination ...
Statistics and probability
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Towards Bayesian filtering on restricted support
. Its state and parameters are estimated under hard physical bounds. Off-line. No approximation is required for sole estimation of either model parameters or states mode by estimating within a sliding wind...
BC - Teorie a systémy řízení
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Approximate recursive Bayesian estimation of state space model with uniform noise
is described by a uniform distribution. The states are estimated using Bayesian approachThis paper proposes a recursive algorithm for the state estimation of a linear stochastic state space model...
Automation and control systems
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Output-Feedback Model Predictive Control Using Set of State Estimates
The paper deals with an algorithm of output-feedback model predictive control (MPC) where the required point state estimate is selected from the set of possible estimates. The involved state estimator is b...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
Approximate Bayesian Prediction Using State Space Model with Uniform Noise
parameters are supposed to be known. Unknown states are estimated using Bayesian approach) is approximated by a parallelotopic set. The state estimation consists of two stages, namelyThis paper proposes a...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
Bayesian State Estimation Using Constrained Zonotopes
This paper proposes an approximate Bayesian recursive algorithm for the state estimation of a linear discrete-time stochastic state-space model. The involved state and observation noises are assumed to be ...
Automation and control systems
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
When has estimation reached a steady state? The Bayesian sequential test
The paper is concerned with distributions of time series which undergo a transient period (e.g. posterior estimates of parameters). In computer intensive applications, it is desirable to stop the processing when the transient period is pract...
BB - Aplikovaná statistika, operační výzkum
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Non-Parametric Bayesian Measurement Noise Density Estimation in Non-Linear Filtering
In this study, we investigate online Bayesian estimation of the measurement noise density of a given state space model using particle ?lters and Dirichlet density estimation. In the proposed method, the unknown noi...
BD - Teorie informace
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayesian Structure Estimation: State and Progress.
Annotation not available...
BD - Teorie informace
- 1995 •
- Vx
Rok uplatnění
Vx - Nezařazeno - Výzkumná zpráva obsahující utajované informace (takový výsledek lze do RIV vložit pouze v případě, že zpráva obsahuje utajované informace a pole R12 = U), nebo souhrnná výzkumná zpráva
- 1 - 10 out of 122 969