4.8 Article

Integral-Based Event-Triggered Fault Detection Filter Design for Unmanned Surface Vehicles

期刊

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
卷 15, 期 10, 页码 5626-5636

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TII.2019.2900230

关键词

Fault detection; Generators; Delays; Actuators; Noise measurement; Informatics; Wireless communication; Fault detection; integral-based event trigger; unmanned surface vehicle (USV)

资金

  1. National Natural Science Foundation of China [61873310, 61790564, 61673133]
  2. 111 Project [B16014]
  3. Fundamental Research Funds for the Central Universities

向作者/读者索取更多资源

This paper is concerned with the event-triggered fault detection filter (FDF) design for an unmanned surface vehicle (USV) under the network environment. A framework of fault detection is established for a USV subject to wave-induced disturbance and actuator failures, in which an FDF is utilized to construct a residual model and an integral-based event generator is introduced to save communication resources. Compared with the traditional instantaneous value based event-triggering scheme and periodic sampling, the proposed event-triggering mechanism can not only reduce bandwidth utilization of the network more significantly, but also get rid of the Zeno phenomenon fundamentally. The event-triggering scheme and the FDF are co-designed. Finally, the efficient performance of the proposed fault detection method based on integral-based event-triggering scheme is illustrated by simulation.

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