Nonlinear sequential fusion estimation for clustered sensor networks
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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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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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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
Distributed Robust Dimensionality Reduction Fusion Estimation Under DoS Attacks and Uncertain Covariances
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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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Stochastic Event-Based Distributed Fusion Estimation Over Sensor Networks With Fading Channel
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Delay-Dependent Distributed Kalman Fusion Estimation With Dimensionality Reduction in Cyber-Physical Systems.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3119461
Abstract: This article studies the distributed dimensionality reduction fusion estimation problem with communication delays for a class of cyber-physical systems (CPSs). The raw measurements are preprocessed in each sink node to obtain the local optimal estimate… read more here.
Keywords: fusion estimation; dimensionality; dimensionality reduction;
Dynamic Event-Triggered Feedback Fusion Estimation for Nonlinear Multi-Sensor Systems With Auto/Cross-Correlated Noises
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2022.3211172
Abstract: This paper aims to solve the distributed fusion estimation problem for a nonlinear system with auto/cross-correlated noises. An equivalent nonlinear system with uncorrelated noises is obtained by means of a de-correlation method. Due to the… read more here.
Keywords: cross correlated; fusion; auto cross; correlated noises ... See more keywords