Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6957247 | Signal Processing | 2018 | 18 Pages |
Abstract
This paper addresses the problem of fault detection for discrete-time Markovian jump systems in an event-triggered scheme. An event-triggered scheme from the plant to the fault detection filter is used to reduce the transmission frequency. The purpose is to design a fault detection filter such that the residual system is stochastically stable and satisfies the performance expectation. The conditions for existence are obtained for a class of discrete-time Markovian jump systems. If these conditions are feasible, a desired event-triggered fault detection filter can be easily constructed. In addition, the cone complementarity linearization procedure is used to cast the filter design problem with a sequential minimization problem, which can be efficiently solved using the current optimization techniques. Finally, a numerical example is given to illustrate the effectiveness of the proposed theory.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Bingna Qiao, Xiaojie Su, Renfeng Jia, Yan Shi, Magdi S. Mahmoud,