Dissipativity of the stochastic Markovian switching CVNNs with randomly occurring uncertainties and general uncertain transition rates

Q Li, J Liang - International Journal of Systems Science, 2020 - Taylor & Francis
The robust dissipativity problem is analysed in this article for the Markovian switching
complex-valued neural networks perturbed by stochastic noises, where the transition rates …

Target tracking for wireless localization systems using set-membership filtering: A component-based event-triggered mechanism

X Bai, Z Wang, L Zou, Z Zhang - Automatica, 2021 - Elsevier
This paper is concerned with the target tracking problem for a class of wireless localization
systems with unknown but bounded noises. Since the energy supply of wireless sensor …

Set-membership filtering for complex networks with constraint communication channels

C Liu, L Yang, J Tao, Y Xu, T Huang - Neural Networks, 2022 - Elsevier
The set-membership filtering is studied for a class of multi-rate sampling complex networks
with communication capacity constraint. For reducing communication load, the weighted try …

Adaptive neural state estimation of Markov jump systems under scheduling protocols and probabilistic deception attacks

X Gao, F Deng, H Zhang, P Zeng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The neural-network (NN)-based state estimation issue of Markov jump systems (MJSs)
subject to communication protocols and deception attacks is addressed in this article. For …

Robust adaptive sliding mode control for discrete singular systems with randomly occurring mixed time-delays under uncertain occurrence probabilities

J Hu, Y Cui, C Lv, D Chen, H Zhang - International Journal of …, 2020 - Taylor & Francis
This paper is concerned with the problem of robust adaptive sliding mode control (RASMC)
for discrete singular systems subject to randomly occurring mixed time-delays (ROMTDs) …

Outlier-resistant H∞ filtering for a class of networked systems under Round-Robin protocol

H Fu, H Dong, F Han, Y Shen, N Hou - Neurocomputing, 2020 - Elsevier
In this paper, the H∞ filtering problem is addressed for a class of nonlinear stochastic
discrete-time systems subject to Round-Robin protocol, measurement outliers, randomly …

Distributed filtering for multi-sensor networked systems with stochastic communication protocol and correlated Noises

H Zhou, S Sun - Information Fusion, 2024 - Elsevier
In multi-sensor networked systems, to solve data conflicts caused by limited bandwidths
during measurement data exchange among sensors, a stochastic communication protocol …

Multi-sensor Kalman filtering over packet-dropping networks subject to round-robin protocol scheduling

XX Ren, GH Yang - Journal of the Franklin Institute, 2021 - Elsevier
This paper considers the filtering problem for a class of linear cyber-physical systems
(CPSs) subject to the Round-Robin protocol (RRP) scheduling, where the RRP is adopted to …

Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends

W Song, Z Wang, Z Li, J Wang… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
The nonlinear filtering problem has enduringly been an active research topic in both
academia and industry due to its ever-growing theoretical importance and practical …

Protocol‐based extended Kalman filtering with quantization effects: The Round‐Robin case

S Liu, Z Wang, J Hu, G Wei - International Journal of Robust …, 2020 - Wiley Online Library
This article investigates the extended Kalman filtering problem for a class of stochastic
nonlinear systems with quantization effects and Round‐Robin (RR) communication …