Distributed interpolatory algorithms for set membership estimation [PDF]
IEEE Transactions on Automatic Control, 2018 This work addresses the distributed estimation problem in a set membership framework. The agents of a network collect measurements which are affected by bounded errors, thus implying that the unknown parameters to be estimated belong to a suitable ...
Farina, Francesco +2 more
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Nonlinear set-membership estimation: a support vector machine approach [PDF]
Journal of Inverse and Ill-Posed Problems, 2004 In this paper a support vector machine (SVM) approach for characterizing the feasible parameter set (FPS) in non-linear set-membership estimation problems is presented.
K. J. Keesman, Norton, R. Stappers
core +6 more sources
Zonotope-Based State Estimation for Boost Converter System with Markov Jump Process [PDF]
MicromachinesThis article investigates the zonotope-based state estimation for boost converter system with Markov jump process. DC-DC boost converters are pivotal in modern power electronics, enabling renewable energy integration, electric vehicle charging, and ...
Chaoxu Guan +3 more
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Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks [PDF]
PeerJ Computer Science, 2022 This article is concerned with the robust set-membership fault estimation problem for a class of uncertain discrete time-varying systems over sensor networks.
Peiying Zhao, Jianxi Zhang
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SET MEMBERSHIP ESTIMATION WITH A SEPARATE RESTRICTION ON INITIAL STATE AND DISTURBANCES
Ural Mathematical Journal, 2021 We consider a set membership estimation problem for linear non-stationary systems for which initial states belong to a compact set and uncertain disturbances in an observation equation are integrally restricted. We prove that the exact information set of
Polina A. Yurovskikh
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Set-Membership Global Estimation of Networked Systems
IEEE Transactions on Cybernetics, 2022 This article is concerned with set-membership global estimation for a networked system under unknown-but-bounded process and measurement noises. First, a group of local set-membership estimators is deployed to obtain the local ellipsoidal estimate of the true system state.
Yilian Zhang +3 more
openaire +3 more sources
Resilient set-membership state estimation for nonlinear complex networks with time-delay and incomplete measurements [PDF]
MATEC Web of Conferences, 2021 Taking the incomplete measurements and the weighted try-once-discard (WTOD) protocol into account, this paper develops a novel resilient set-membership state estimation (RSMSE) method for time-varying nonlinear complex networks with time-invariant delay.
Yang Ning, Chen Dongyan, Hu Jun
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Set-membership Estimation using Ellipsoidal Ensembles
IFAC-PapersOnLine, 2021 Abstract This paper is about a set-membership based state- and parameter estimation approach for nonlinear dynamic systems under the assumption that all measurement errors are bounded. In detail, we propose an outer approximation method, where the set of states and parameters that is consistent with the incoming measurement bounds is over ...
Petra Valiauga +4 more
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Set-membership estimation improvement applying HOSM differentiators [PDF]
2012 American Control Conference (ACC), 2012 This work is devoted to design of interval observers for a class of Linear-Parameter-Varying (LPV) systems. Applying High Order Sliding Mode (HOSM) techniques it is possible to decrease the initial level of uncertainty in the system, which leads to improvement of set-membership estimates generated by an interval observer.
Efimov, Denis +3 more
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Dual Set-Membership State Estimation for Power Distribution Networks Under Event-Triggered Mechanism
Frontiers in Energy Research, 2022 This article is concerned with the set-membership state estimation problem for power distribution networks (PDNs) over a resource-constrained communication network under the influence of unknown but bounded (UBB) noises.
Xingzhen Bai +5 more
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