4.7 Article

Coordination Tracking of Multiagent Systems With Active Replacement Strategy Under Node Failures

期刊

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSMC.2019.2963506

关键词

Target tracking; Multi-agent systems; Monitoring; Switches; Topology; Sliding mode control; Coordination tracking; finite time; multiagent systems; sliding mode control; Voronoi diagrams

资金

  1. National Natural Science Foundation of China [61903022, 61803006]
  2. Beijing Advanced Innovation Center for Intelligent Robots and Systems [2019IRS11]
  3. Hong Kong Special Administrative Region, China [CityU 11200717]
  4. CityU Strategic Research [7005029]

向作者/读者索取更多资源

The paper investigates the coordination tracking problem of multiagent systems for threat defense in a monitored area. A modified nonsingular terminal sliding mode controller is proposed for the agents, along with a novel continuous function to eliminate singularity and estimate finite tracking time. A generalized Voronoi diagram considering the velocity of second-order agents and targets is presented based on the estimated time, with coordination strategies triggered by node failures or target entering new cells.
Coordination tracking problem of multiagent systems is studied for the application of threat defense in a monitored area. When targets intrude this area, agents which are nearby to them are set to track the targets. Modified nonsingular terminal sliding mode controller is proposed for the agents. We design a novel continuous function in the controller to eliminate the singularity, which makes it able to estimate the finite tracking time. Based on the estimated time, generalized Voronoi diagram considering the velocity of second-order agents and targets is presented. During the tracking process, the event of node failures will trigger a designed coordination strategy. The event that the target enters a new generalized Voronoi cell triggers active replacement coordination strategy. With the proposed active replacement strategy, the tracking time is reduced even under node failures. Comparison lemma is utilized to deal with the agent switching issue caused by node failures or active replacements under new event-triggered coordination strategies.

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