Moving horizon estimation meets multi-sensor information fusion: Development, opportunities and challenges

L Zou, Z Wang, J Hu, QL Han - Information Fusion, 2020 - Elsevier
Since the proposal of moving horizon (MH) estimation in 1960s, the MH estimation approach
has drawn ever-increasing research interests due mainly to its inherent capability of …

[HTML][HTML] Set membership state estimation for discrete-time linear systems with binary sensor measurements

M Casini, A Garulli, A Vicino - Automatica, 2024 - Elsevier
This paper addresses the problem of state estimation for discrete-time linear systems, based
on measurements provided by an output binary sensor. The problem is formulated and …

Fusion estimation under binary sensors

Y Zhang, B Chen, L Yu - Automatica, 2020 - Elsevier
Binary sensors compress the measurement information into two possible values as output
and have found applications in many fields such as medical monitoring, environment …

Model predictive secondary frequency control of island microgrid based on two-layer moving-horizon estimation observer

C Zhong, H Zhao, Y Liu, C Liu - Applied Energy, 2024 - Elsevier
Photovoltaic (PV) distributed generators (DGs) are inherently stochastic and have low inertia
owing to their weather dependence and connection to an inverter. Frequency regulation …

Distributed -Consensus Estimation for Random Parameter Systems Over Binary Sensor Networks: A Local Performance Analysis Method

F Han, Z Wang, H Dong, X Yi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article deals with the distributed-consensus estimation problem for a class of discrete
time-varying random parameter systems over binary sensor networks, where the statistical …

Kalman-like filter under binary sensors

Z Hu, B Chen, Y Zhang, L Yu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article is concerned with the Kalman-like filtering (KLF) problem for linear and nonlinear
dynamic systems observed by binary sensors. Binary sensors are a special class of sensors …

Distributed monitoring of the absorption column of a post‐combustion CO2 capture plant

X Yin, B Decardi‐Nelson, J Liu - International Journal of …, 2020 - Wiley Online Library
In this work, we consider the monitoring of the absorption column of a typical post‐
combustion capture plant within a distributed framework. The column is decomposed into a …

Zonotopic Distributed Fusion Over Binary Sensor Networks With Bit Rate Allocation: A Coding–Decoding Approach

L Lan, G Wei, D Ding, J Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this article, the zonotopic distributed fusion estimation problem is investigated for a class
of general nonlinear systems over binary sensor networks subject to unknown-but-bounded …

Recursive distributed filtering for time-varying systems over sensor network via rayleigh fading channels: Tackling binary measurements

F Han, Z Wang, H Dong, X Yi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper is concerned with the distributed filtering problem for a class of discrete time-
varying stochastic systems over binary sensor networks with the Rayleigh fading channels …

Local Design of Distributed State Estimators for Linear Discrete Time-Varying Systems Over Binary Sensor Networks: A Set-Membership Approach

F Han, Z Wang, H Liu, H Dong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article is concerned with the distributed set-membership estimation problem for a class
of discrete time-varying systems over binary sensor networks. For the binary sensors, the …