Journal ArticleDOI
Distributed H ∞ Filtering for a Class of Markovian Jump Nonlinear Time-Delay Systems Over Lossy Sensor Networks
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TLDR
A distributed filter design scheme is outlined by explicitly characterizing the filter gains in terms of some matrix inequalities and simulation results demonstrate the effectiveness of the proposed filtering scheme.Abstract:
This paper is concerned with the distributed H∞ filtering problem for a class of discrete-time Markovian jump nonlinear time-delay systems with deficient statistics of mode transitions. The system measurements are collected through a lossy sensor network subject to randomly occurring quantization errors and randomly occurring packet dropouts. The description of deficient statistics of mode transitions that account for known, unknown, and uncertain transition probabilities is comprehensive. A distributed filter design scheme is outlined by explicitly characterizing the filter gains in terms of some matrix inequalities. Simulation results demonstrate the effectiveness of the proposed filtering scheme.read more
Citations
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The sector bound approach to quantized feedback control | NOVA. The University of Newcastle's Digital Repository
Minyue Fu,Lihua Xie +1 more
TL;DR: In this paper, a number of quantized feedback design problems for linear systems were studied and the authors showed that the classical sector bound approach is non-conservative for studying these design problems.
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A Review on Basic Data-Driven Approaches for Industrial Process Monitoring
TL;DR: A basic data-driven design framework with necessary modifications under various industrial operating conditions is sketched, aiming to offer a reference for industrial process monitoring on large-scale industrial processes.
Journal ArticleDOI
Data-Based Techniques Focused on Modern Industry: An Overview
TL;DR: The main objective of this paper is to review and summarize the recent achievements in data-based techniques, especially for complicated industrial applications, thus providing a referee for further study on the related topics both from academic and practical points of view.
Journal ArticleDOI
Distributed recursive filtering for stochastic systems under uniform quantizations and deception attacks through sensor networks
TL;DR: In this paper, a distributed recursive filtering problem for a class of discrete time-delayed stochastic systems subject to both uniform quantization and deception attack effects on the measurement outputs is considered.
Journal ArticleDOI
Distributed Event-Triggered Estimation Over Sensor Networks: A Survey
TL;DR: A survey of recent advances in distributed event-triggered estimation for dynamical systems operating over resource-constrained sensor networks, including distributed grid-connected generation systems and target tracking systems is provided.
References
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Journal ArticleDOI
Robust Sliding Mode Control for Discrete Stochastic Systems With Mixed Time Delays, Randomly Occurring Uncertainties, and Randomly Occurring Nonlinearities
TL;DR: This paper investigates the robust sliding mode control (SMC) problem for a class of uncertain nonlinear stochastic systems with mixed time delays by employing the idea of delay fractioning and constructing a new Lyapunov-Krasovskii functional.
Journal ArticleDOI
Distributed Collaborative Control for Industrial Automation With Wireless Sensor and Actuator Networks
TL;DR: This paper proposes and evaluates a new distributed estimation and collaborative control scheme for industrial control systems with WSANs and shows that the proposed method effectively achieves control objectives and maintains robust against inaccurate system parameters.
Journal ArticleDOI
Robust $H_{\infty}$ Filtering for a Class of Nonlinear Networked Systems With Multiple Stochastic Communication Delays and Packet Dropouts
TL;DR: This paper aims to design a linear full-order filter such that the estimation error converges to zero exponentially in the mean square while the disturbance rejection attenuation is constrained to a give level by means of the H∞ performance index.
Journal ArticleDOI
Brief paper: H∞ filtering with randomly occurring sensor saturations and missing measurements
Zidong Wang,Bo Shen,Xiaohui Liu +2 more
TL;DR: The H"~ filtering problem is investigated for a class of nonlinear systems with randomly occurring incomplete information, namely, randomly occurring sensor saturation, and the regional l"2 gain filtering feature is specifically developed for the random saturation nonlinearity.
Journal ArticleDOI
Quantized $H_{\infty }$ Control for Nonlinear Stochastic Time-Delay Systems With Missing Measurements
TL;DR: In this paper, the quantized H∞ control problem for a class of nonlinear stochastic time-delay network-based systems with probabilistic data missing is investigated, where the measured output and the input signals are quantized by two logarithmic quantizers, respectively.
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