Articles with "outlier resistant" as a keyword



Outlier-Resistant Observer-Based Control for a Class of Networked Systems Under Encoding–Decoding Mechanism

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Published in 2022 at "IEEE Systems Journal"

DOI: 10.1109/jsyst.2020.3044238

Abstract: This article is concerned with a new outlier-resistant observer-based control problem for a class of networked systems (NSs) under the encoding–decoding communication mechanism (EDCM). In order to lighten the communication burden and enhance the data… read more here.

Keywords: observer; observer based; class networked; resistant observer ... See more keywords

Outlier Resistant Fuzzy Clustering via Row Sparse Discriminative Embedding Projection

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Published in 2025 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2025.3611314

Abstract: Fuzzy clustering and its derivatives have been widely applied for handling overlapping clusters throughprobabilistic membership assignment, yet their performance degrades under cumulative outlier interference. To cope with this limitation, we propose the Outlier Resistant Fuzzy… read more here.

Keywords: projection; row sparse; fuzzy clustering; resistant fuzzy ... See more keywords

Outlier-Resistant Recursive Filtering for Multisensor Multirate Networked Systems Under Weighted Try-Once-Discard Protocol

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Published in 2021 at "IEEE Transactions on Cybernetics"

DOI: 10.1109/tcyb.2020.3021194

Abstract: In this article, a new outlier-resistant recursive filtering problem (RF) is studied for a class of multisensor multirate networked systems under the weighted try-once-discard (WTOD) protocol. The sensors are sampled with a period that is… read more here.

Keywords: outlier resistant; resistant recursive; multirate networked; multisensor multirate ... See more keywords

Outlier-Resistant Recursive State Estimation for Renewable-Electricity-Generation-Based Microgrids

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Published in 2023 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2022.3205354

Abstract: In this article, a new state estimation (SE) problem is studied for a class of renewable-electricity-generation-based microgrids with measurement outliers. A state-space system model is proposed for microgrids by resorting to the physical laws of… read more here.

Keywords: electricity generation; state; renewable electricity; outlier resistant ... See more keywords

Proportional–Integral Observer Design for Uncertain Time-Delay Systems Subject to Deception Attacks: An Outlier-Resistant Approach

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Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"

DOI: 10.1109/tsmc.2021.3117742

Abstract: This article deals with the proportional–integral observer (PIO) design problem for a class of linear systems with distributed time delays and randomly occurring parameter uncertainties. The measurement signals, transmitted from the sensors to the observer,… read more here.

Keywords: proportional integral; integral observer; design; outlier resistant ... See more keywords

Outlier-Resistant Filtering With Dead-Zone-Like Censoring Under Try-Once-Discard Protocol

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Published in 2022 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2022.3144945

Abstract: In this paper, a novel outlier-resistant filtering problem is concerned for a class of networked systems with dead-zone-like censoring under the weighted try-once-discard protocol (WTODP). To describe the phenomenon of dead-zone-like censoring, the sensor output… read more here.

Keywords: resistant filtering; dead zone; like censoring; outlier resistant ... See more keywords