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UUV formation system modeling and simulation research based on Multi-Agent Interaction Chain

机译:基于多Agent相互作用链的UUV编队系统建模与仿真研究

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摘要

Unmanned Underwater Vehicle (UUV) formation system has an important role in the utilization of marine resource. In order to provide an efficient method to research modeling and simulation of UUV formation in the marine environment, the novel approach based on Multi-Agent Interaction Chain was proposed for the UUV formation system. Firstly, Multi-Agent Interaction Chain was analyzed, which mainly considered task and role of UUV in the formation, and the overall modeling process of UUV formation system based on Multi-Agent Interaction Chain was established. Then, the static structure of Multi-Agent Interaction Chain was researched focusing on Hybrid UUV-Agent model structure from the UUV-Agent State-Set and UUV-Agent Rule-Base which were the two aspects to strengthen reliability of interaction chain; the dynamic mechanism of Multi-Agent Interaction Chain was designed, which was focused on collaboration model and communication model through the Adaptive Dynamic Contract Net Protocol and KQML/XML/RTI. Finally, three experiments were established to verify the validity and effectiveness of proposed modeling approach for UUV formation system. Simulation results show the proposed model has good performance, which has important theoretical innovation and application prospects.
机译:无人水下航行器(UUV)编队系统在海洋资源利用中具有重要作用。为了提供一种有效的方法来研究海洋环境中UUV的形成和模拟,提出了一种基于多智能体相互作用链的UUV形成系统的新方法。首先,分析了多主体互动链,主要考虑了UUV在编队中的任务和作用,建立了基于多主体互动链的UUV编队系统的总体建模过程。然后,从UUV-Agent状态集和UUV-Agent规则库两个方面着重研究了多Agent交互链的静态结构,重点研究了混合UUV-Agent模型结构,这是增强交互链可靠性的两个方面。设计了多智能体交互链的动态机制,通过自适应动态契约网协议和KQML / XML / RTI,重点研究了协作模型和通信模型。最后,建立了三个实验,以验证所提出的UUV形成系统建模方法的有效性和有效性。仿真结果表明,该模型具有良好的性能,具有重要的理论创新和应用前景。

著录项

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  • 作者单位

    College of Marine Engineering Northwestern Polytechnical University Xi'an 710072, P. R. China,National Key Laboratory of Underwater Information Process and Control Xi'an 710072, P. R. China;

    College of Marine Engineering Northwestern Polytechnical University Xi'an 710072, P. R. China,National Key Laboratory of Underwater Information Process and Control Xi'an 710072, P. R. China;

    College of Marine Engineering Northwestern Polytechnical University Xi'an 710072, P. R. China,National Key Laboratory of Underwater Information Process and Control Xi'an 710072, P. R. China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    UUV formation system; Multi-Agent Interaction chain; static structure; dynamic mechanism;

    机译:UUV形成系统;多主体互动链;静态结构动力机制;

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