Reliable finite frequency filter design for networked control systems with sensor faults

Sensors (Basel). 2012;12(6):7975-93. doi: 10.3390/s120607975. Epub 2012 Jun 8.

Abstract

This paper is concerned with the reliable finite frequency filter design for networked control systems (NCSs) subject to quantization and data missing. Taking into account quantization, possible data missing and sensor stuck faults, NCSs are modeled in the framework of discrete time-delay switched systems, and the finite frequency l(2) gain is adopted for the filter design of discrete time-delay switched systems, which is converted into a set of linear matrix inequality (LMI) conditions. By the virtues of the derived conditions, a procedure of reliable filter synthesis is presented. Further, the filter gains are characterized in terms of solutions to a convex optimization problem which can be solved by using the semi-definite programme method. Finally, an example is given to illustrate the effectiveness of the proposed method.

Keywords: data missing; networked control system; quantization; reliable filtering; sensor faults.

Publication types

  • Research Support, Non-U.S. Gov't