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   Articles with "fusion estimation" as a keyword



Nonlinear sequential fusion estimation for clustered sensor networks

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recommendations! Published in 2019 at "Asian Journal of Control"

DOI: 10.1002/asjc.1997

Abstract: This paper is concerned with distributed fusion estimation problem for discrete‐time nonlinear systems with asynchronous sampling data in the clustered sensor networks. A nonlinear sequential fusion method consisting of a sequential measurement fusion (SMF) method… read more here.

Keywords: clustered sensor; fusion; fusion estimation; method ... See more keywords

Reliable fusion estimation over sensor networks with outliers and energy constraints

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recommendations! Published in 2019 at "International Journal of Robust and Nonlinear Control"

DOI: 10.1002/rnc.4706

Abstract: This paper provides a reliable fusion scheme over sensor networks subject to abnormal measurements and energy constraints. Two kinds of channels are employed to implement the information transmission in order to extend the lifetime. Specifically,… read more here.

Keywords: energy; reliable fusion; fusion; fusion estimation ... See more keywords

Fusion estimation in clustering sensor networks under stochastic deception attacks

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recommendations! Published in 2018 at "International Journal of Systems Science"

DOI: 10.1080/00207721.2018.1496301

Abstract: ABSTRACT In this paper, a fusion estimation problem in clustering sensor networks under stochastic deception attacks is investigated. The sensors are divided into several clusters, and a local estimator is embedded in each cluster. During… read more here.

Keywords: estimation; fusion estimation; clustering sensor; deception attacks ... See more keywords

The Research on Distributed Fusion Estimation Based on Machine Learning

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2974039

Abstract: Multi-sensor distributed fusion estimation algorithms based on machine learning are proposed in this paper. Firstly, using local estimations as inputs and estimations of three classic distributed fusion (weighted by matrices, by diagonal matrices and by… read more here.

Keywords: distributed fusion; fusion; fusion estimation; based machine ... See more keywords
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Distributed Robust Dimensionality Reduction Fusion Estimation Under DoS Attacks and Uncertain Covariances

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recommendations! Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3050198

Abstract: This paper is concerned with the networked distributed fusion estimation problem under denial-of-service (DoS) attacks, where the noise covariances are unknown but bounded, and the distribution information of DoS attacks is not required to be… read more here.

Keywords: dos attacks; dimensionality reduction; fusion estimation; fusion ... See more keywords

A New Approach to Linear/Nonlinear Distributed Fusion Estimation Problem

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recommendations! Published in 2019 at "IEEE Transactions on Automatic Control"

DOI: 10.1109/tac.2018.2849612

Abstract: In this paper, we study the distributed fusion estimation problem for linear time-varying systems and nonlinear systems with bounded noises, where the addressed noises do not provide any statistical information, and are unknown but bounded.… read more here.

Keywords: distributed fusion; fusion; fusion estimation; problem ... See more keywords

Distributed Confidentiality Fusion Estimation Against Eavesdroppers

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recommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"

DOI: 10.1109/taes.2021.3124194

Abstract: This article is concerned with the distributed confidentiality fusion estimation problem for cyber-physical systems in the presence of eavesdroppers. A novel active contamination strategy is proposed to guarantee the confidentiality of local state estimates (LSEs)… read more here.

Keywords: distributed confidentiality; fusion; confidentiality fusion; fusion estimation ... See more keywords

Probability-Guaranteed Distributed Set-Membership Secure Fusion Estimation Against Nonlinear Hybrid Attacks

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recommendations! Published in 2025 at "IEEE Transactions on Automation Science and Engineering"

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

Stochastic Event-Based Distributed Fusion Estimation Over Sensor Networks With Fading Channel

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recommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"

DOI: 10.1109/tcsi.2021.3139596

Abstract: The problem of the stochastic event-based distributed fusion estimation for a class of Gaussian systems is investigated. Considering the deterministic event-triggers destroying the Gaussian property of system states, the stochastic event-triggered mechanisms (SETMs) are used,… read more here.

Keywords: distributed fusion; fusion; stochastic event; estimation ... See more keywords

Energy-Constrained Confidentiality Fusion Estimation Against Eavesdroppers

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recommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2021.3102327

Abstract: This brief studies energy-constrained confidentiality fusion estimation problem in presence of eavesdroppers, where all data that is transmitted from sensors to fusion center may be collected by eavesdroppers through wireless channels. To prevent eavesdropping, an… read more here.

Keywords: fusion estimation; constrained confidentiality; energy constrained; energy ... See more keywords

Hierarchical Fusion Estimation With Feedback for Clustered Sensor Networks Subject to Leader and Subordinate Sensors

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recommendations! Published in 2025 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2025.3598216

Abstract: In this brief, hierarchical fusion estimation with feedback is researched in clustered sensor networks with leader and subordinate sensors. A local estimator is designed to obtain local estimates using feedback fusion estimates in each sensor.… read more here.

Keywords: hierarchical fusion; estimation feedback; fusion; fusion estimation ... See more keywords