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Distributed Dimensionality Reduction Filtering for CPSs Under DoS Attacks

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Dear Editor, This letter concerns about the distributed dimensionally reduction filtering for a class of cyber physical systems with denial of service (DoS) attacks. Considering each sensor exchanging measurements with… Click to show full abstract

Dear Editor, This letter concerns about the distributed dimensionally reduction filtering for a class of cyber physical systems with denial of service (DoS) attacks. Considering each sensor exchanging measurements with neighbors subjected to finite network energy, the dimensionally reduction method is applied. In this case, under random DoS attack, a finite horizon Kalman filtering is designed. Additionally, the optimal transmitting schedules of sensors are proposed to minimize the trace of estimation error covariance, which are solved by applying the mixed strategy. Finally, a simulation example is given to show the effectiveness of proposed distributed filtering.

Keywords: reduction filtering; dos attacks; dimensionality reduction; reduction; distributed dimensionality

Journal Title: IEEE/CAA Journal of Automatica Sinica
Year Published: 2023

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