4.6 Article

Event-Triggered Fault Detection Filter Design for a Continuous-Time Networked Control System

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 46, Issue 12, Pages 3414-3426

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2015.2507177

Keywords

Event-triggering; fault detection; networked control systems (NCSs)

Funding

  1. Australian Research Council [DP140102180, LP140100471]
  2. National Science Foundation of China [61374063, 61403170, 51375109]
  3. 333 Project Research Foundation in Jiangsu Province, China [BRA2015358]
  4. Six Talent Peaks Project in Jiangsu Province, China [DZXX-025]
  5. Qing Lan Project in Jiangsu Province, China
  6. Overseas Research Project for Excellent Young and Middle-Aged Teachers in Universities of Jiangsu Province, China

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This paper studies the problem of event-triggered fault detection filter (FDF) and controller coordinated design for a continuous-time networked control system (NCS) with biased sensor faults. By considering sensor-to-FDF network-induced delays and packet dropouts, which do not impose a constraint on the event-triggering mechanism, and proposing the simultaneous network bandwidth utilization ratio and fault occurrence probability-based event-triggering mechanism, a new closed-loop model for the considered NCS is established. Based on the established model, the event-triggered H-infinity performance analysis, and FDF and controller coordinated design are presented. The combined mutually exclusive distribution and Wirtinger-based integral inequality approach is proposed for the first time to deal with integral inequalities for products of vectors. This approach is proved to be less conservative than the existing Wirtinger-based integral inequality approach. The designed FDF and controller can guarantee the sensitivity of the residual signal to faults and the robustness of the NCS to external disturbances. The simulation results verify the effectiveness of the proposed event-triggering mechanism, and the FDF and controller coordinated design.

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