Kalman filtering under unknown inputs and norm constraints

H Kong, M Shan, S Sukkarieh, T Chen, WX Zheng - Automatica, 2021 - Elsevier
Due to its potential applications in robotics and navigation, recent years have witnessed
some progress in Kalman filter (KF) with norm constraints on the state. A noticeable …

A reduced-order approach to filtering for systems with linear equality constraints

C Wen, Y Cai, Y Liu, C Wen - Neurocomputing, 2016 - Elsevier
In this paper, the filtering problem is investigated for a class of discrete systems with linear
equality constraints. The system under consideration is subject to both noises and time …

Analysis, design, and estimation of linear equality-constrained dynamic systems

Z Duan, XR Li - IEEE Transactions on Aerospace and Electronic …, 2015 - ieeexplore.ieee.org
The state of many dynamic systems evolves subject to some equality constraints. Most
existing work focuses on developing state estimation algorithms for an equality-constrained …

Stop-line-aided cooperative positioning for connected vehicles

X Wang, C Jiang, S Sheng, Y Xu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper develops a stop-line-aided cooperative positioning framework for connected
vehicles, which creatively utilizes the location of the stop-line to achieve the positioning …

Ellipsoidal constrained state estimation in presence of bounded disturbances

Y Becis-Aubry - 2021 European Control Conference (ECC), 2021 - ieeexplore.ieee.org
This contribution proposes a recursive, computationally efficient, ready-to-use, online
method for the ellipsoidal state characterization for linear discrete-time models with additive …

Distributed weighted fusion estimation for uncertain networked systems with transmission time-delay and cross-correlated noises

L Liu, A Yang, X Tu, M Fei, W Naeem - Neurocomputing, 2017 - Elsevier
This paper investigates the state estimation issue for uncertain networked systems
considering data transmission time-delay and cross-correlated noises. A distributed robust …

Equality‐constrained state estimation for hybrid systems

WY Eras‐Herrera, AR Mesquita… - IET Control Theory & …, 2019 - Wiley Online Library
The authors investigate the problem of state estimation for stochastic hybrid dynamical
systems with state equality constraints. They divided this problem into three categories …

State estimation for ellipsoidally constrained dynamic systems with set-membership pseudo measurements

B Noack, M Baum, UD Hanebeck - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In many dynamic systems, the evolution of the state is subject to specific constraints. In
general, constraints cannot easily be integrated into the prediction-correction structure of the …

Reduced-order Kalman filtering for state constrained linear systems

C Jiang, Y Zhang - Journal of Systems Engineering and …, 2013 - ieeexplore.ieee.org
This paper aims at solving the state filtering problem for linear systems with state constraints.
Three classes of typical state constraints, ie, linear equality, quadratic equality and …

Line-Constrained Trajectory Correction for Indoor Pedestrian Positioning

H Sun, Y Xu, G Chang, C Jiang - 2023 IEEE 18th Conference …, 2023 - ieeexplore.ieee.org
This paper presents an indoor pedestrian positioning method that considers the line-
constraint of trajectory and the correction based on historical heading. Firstly, the height is …