Litcius/Paper detail

Distributed Fault Detection and Control for Markov Jump Systems Over Sensor Networks With Round-Robin Protocol

Cheng Gong, Guopu Zhu, Peng Shi, Ramesh K. Agarwal

2021IEEE Transactions on Circuits and Systems I Regular Papers32 citationsDOI

Abstract

This paper addresses the problem of simultaneous fault detection and control (SFDC) for Markov jump systems (MJSs) over sensor networks. In order to save the bandwidth of the network, round-Robin protocol is adopted for the communication between the sensors and fault detection filter. First, to fully utilize the data of sensor networks, a new distributed system is developed especially for SFDC, and a residual system, which integrates the MJSs with the distributed SFDC system, is also established. Then, by constructing a mode-dependent Lyapunov functional, the conditions for distributed SFDC are derived, which can make the residual system asymptotically mean-square stable and meanwhile satisfy the prescribed H <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> performance requirements. Finally, comparison analyses are made by examples to illustrate the effectiveness and superiority of the proposed new design approach.

Topics & Concepts

ResidualComputer scienceMarkov chainBandwidth (computing)Fault detection and isolationControl theory (sociology)Protocol (science)Wireless sensor networkDistributed computingMarkov processReal-time computingMathematicsAlgorithmControl (management)Computer networkStatisticsMedicinePathologyMachine learningArtificial intelligenceActuatorAlternative medicineStability and Control of Uncertain SystemsFault Detection and Control SystemsDistributed Control Multi-Agent Systems