Trial-and-error or avoiding a guess? Initialization of the Kalman filter
type: Item
instance of: scholarly article
title: Trial-and-error or avoiding a guess? Initialization of the Kalman filter
zbMATH Open document ID: 1448.93335
author: Shunyi Zhao
author: Biao Huang
published in: Automatica
publication date: 2020-10-05T00:00:00Z
Mathematics Subject Classification ID: 93E11
Mathematics Subject Classification ID: 62P30
Mathematics Subject Classification ID: 62F15
zbMATH DE Number: 7255018
zbMATH Keywords: state estimation
zbMATH Keywords: Kalman filter
zbMATH Keywords: initialization
zbMATH Keywords: Bayesian estimation
describes a project that uses: PRMLT
MaRDI profile type: Publication
full work available at URL: j.automatica.2020.109184
OpenAlex ID: W3047632670
cites work: Fast Kalman-Like Filtering for Large-Dimensional Linear and Gaussian State-Space Models
cites work: Detectability and Stabilizability of Time-Varying Discrete-Time Linear Systems
cites work: Q5483032
cites work: Variational inference for Dirichlet process mixtures
cites work: Optimal state estimation without the requirement of a priori statistics information of the initial state
cites work: On the Time-Varying Riccati Difference Equation of Optimal Filtering
cites work: Q2933843
cites work: A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices
cites work: Q3058570
cites work: A receding horizon unbiased FIR for discrete-time state space models
cites work: Q3223913
cites work: Q3805936
cites work: Recursive Noise Adaptive Kalman Filtering by Variational Bayesian Approximations
cites work: Online model selection based on the variational Bayes
cites work: Variational Bayesian Filtering
cites work: Linear Optimal Unbiased Filter for Time-Variant Systems Without Apriori Information on Initial Conditions
cites work: Fast Kalman-Like Optimal Unbiased FIR Filtering With Applications
DOI: 10.1016/J.AUTOMATICA.2020.109184
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description: scientific article; zbMATH DE number 7255018