Distributed Dimensionality Reduction Fusion Estimation for Stochastic Uncertain Systems With Fading Measurements Subject to Mixed Attacks

• Published in: IEEE transactions on systems, man, and cybernetics. Systems Vol. 52; no. 11; pp. 7053 - 7064
• Main Authors: Fan, Sha, Yan, Huaicheng, Zhang, Hao, Wang, Yueying, Peng, Yan, Xie, Shaorong
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.11.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Bandwidth; Covariance matrix; Dimensionality reduction; Distributed dimensionality reduction fusion estimation; DoS attacks and deception attacks; Estimation; Fading; Fading channels; fading measurements; Measurement uncertainty; Multisensor fusion; sequential intersection fusion; Stochastic processes; stochastic uncertainties; Uncertain systems

In this article, the distributed fusion estimation issue with the dimensionality reduction strategy under DoS attacks and deception attacks is investigated for a class of stochastic uncertain systems with fading measurements. The stochastic uncertainties existed in the system and measurement equatio...