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Non-Cooperative Game Design for Distributed Control System with Long Delays

机译:长时滞分布式控制系统的非合作博弈设计

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摘要

In wireless sensor and actuator networks (WSANs), sensing and control signals between the plant and controllers are typically transmitted through a wireless ad hoc network. Thus, the network-induced delay plays an important role to the performance and stability of WSAN, especially with distributed controllers. In this paper, the optimal controller is derived for a distributed wireless control network with full state information and long network-induced delays. In particular, we formulate the optimal control problem as a non-cooperative linear quadratic game (LQG). Then, the optimal control strategy of each controller is obtained that is based on the current state and previous control strategies. The performances of the proposed algorithm are investigated by a generic stable system and an unstable linearized inverted pendulum system.
机译:在无线传感器和执行器网络(WSAN)中,工厂和控制器之间的传感和控制信号通常通过无线ad hoc网络传输。因此,网络引起的延迟对于WSAN的性能和稳定性起着重要作用,尤其是对于分布式控制器而言。在本文中,针对具有完整状态信息和较长网络诱发延迟的分布式无线控制网络,推导了最佳控制器。特别是,我们将最优控制问题表述为非合作线性二次博弈(LQG)。然后,基于当前状态和先前的控制策略,获得每个控制器的最佳控制策略。通过泛型稳定系统和不稳定线性化倒立摆系统研究了该算法的性能。

著录项

  • 来源
    《Ad-hoc & sensor wireless networks》 |2017年第4期|145-164|共20页
  • 作者单位

    Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing, Peoples R China|Beijing Univ Technol, Beijing Lab Adv Informat Networks, Beijing, Peoples R China|Beijing Univ Posts & Telecommun, Beijing, Peoples R China;

    Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing, Peoples R China|Beijing Univ Technol, Beijing Lab Adv Informat Networks, Beijing, Peoples R China|Beijing Univ Technol, Sch Informat & Commun Engn, Beijing, Peoples R China;

    Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing, Peoples R China|Beijing Univ Technol, Beijing Lab Adv Informat Networks, Beijing, Peoples R China|Beijing Univ Technol, Sch Informat & Commun Engn, Beijing, Peoples R China;

    Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing, Peoples R China|Beijing Univ Technol, Beijing Lab Adv Informat Networks, Beijing, Peoples R China|Beijing Univ Technol, Sch Informat & Commun Engn, Beijing, Peoples R China;

    Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing, Peoples R China|Beijing Univ Technol, Beijing Lab Adv Informat Networks, Beijing, Peoples R China|Beijing Univ Technol, Sch Informat & Commun Engn, Beijing, Peoples R China;

    Beijing Univ Posts & Telecommun, Beijing, Peoples R China;

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

    Wireless sensor and actuator networks; non-cooperative game; distributed control; long network-induced delays;

    机译:无线传感器和执行器网络;非合作博弈;分布式控制;网络导致的长时间延迟;

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