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Asynchronous-Switching-Based Distributed Interval Filtering for Positive Markov Jump Linear Systems Under Denial-of-Service Attack

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This article presents an asynchronous distributed interval filtering method for discrete-time positive Markov jump linear systems (MJLSs) with bounded disturbance under the denial-of-service attack. By designing an asynchronous switching-distributed mechanism… Click to show full abstract

This article presents an asynchronous distributed interval filtering method for discrete-time positive Markov jump linear systems (MJLSs) with bounded disturbance under the denial-of-service attack. By designing an asynchronous switching-distributed mechanism that depends on a randomly occurred attack, the proposed positive filter can monitor the real-time range of estimated states against the attack. The filtering error systems are modeled as a class of MJLSs with two attack-dependent Markov chains. Some analysis and design results are derived such that the error systems are positive and stochastically internally stable with satisfied $l_{1}$ -gain performance. The remote power monitoring in telecommunication systems is used for numerical verification.

Keywords: positive markov; jump linear; markov jump; distributed interval; interval filtering; markov

Journal Title: IEEE Transactions on Systems, Man, and Cybernetics: Systems
Year Published: 2023

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