Probability-Guaranteed Envelope-Constrained Filtering for Nonlinear Systems Subject to Measurement Outliers
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DOI: 10.1109/tac.2020.3016767
Abstract: This article deals with the recursive filtering problem for nonlinear time-varying stochastic systems subject to possible measurement outliers. In order to mitigate the effects from possible abnormal measurements, we construct a filter with a saturation… read more here.
Keywords: systems subject; measurement outliers; guaranteed envelope; probability guaranteed ... See more keywords
Probability-Guaranteed Distributed Set-Membership Secure Fusion Estimation Against Nonlinear Hybrid Attacks
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DOI: 10.1109/tase.2024.3424190
Abstract: This paper investigates the distributed secure fusion estimation problem under stochastic nonlinear hybrid attacks. Specifically, this work analyzes a hybrid attack scenario where the attacker employs a randomized approach to launch false data injection (FDI)… read more here.
Keywords: fusion; fusion estimation; estimation; probability guaranteed ... See more keywords
Probability-Guaranteed Distributed Estimation for Two-Dimensional Systems Under Stochastic Access Protocol
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2024.3375596
Abstract: This paper studies the probability-guaranteed distributed estimation problem for a kind of two-dimensional shift-varying sensor networks under the stochastic access protocol (SAP). The considered system is affected by unknown-but-bounded perturbations and sector bounded nonlinearity. The… read more here.
Keywords: probability; distributed estimation; guaranteed distributed; two dimensional ... See more keywords