| 张奇,刘斌.具有时延和丢包的非线性网络控制系统的切换稳定性研究[J].高技术通讯(中文),2020,30(10):1068~1077 |
| 具有时延和丢包的非线性网络控制系统的切换稳定性研究 |
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| DOI：doi：10.3772/j.issn.1002-0470.2020.10.009 |
| 中文关键词: 非线性网络控制系统（NNCS）； Takagi-Sugeno（T-S）模糊模型； 切换系统； 模型依赖的平均驻留时间（MDADT） |
| 英文关键词: nonlinear networked control system (NNCS), T-S fuzzy model, switched system, mode-dependent average dwell time (MDADT) |
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| 摘要点击次数: 2491 |
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| 中文摘要: |
| 针对带有双边随机时延和丢包的非线性网络控制系统（NNCS），本文利用模型依赖的平均驻留时间（MDADT）方法研究了其系统的稳定性。采用Takagi-Sugeno（T-S）模糊模型表示系统中的非线性对象，使用不确定性方法表示系统中的随机时延，并使用切换系统方法表示系统的丢包过程，建立了参数不确定性的离散时间模糊切换系统模型。进一步地，根据慢切换和快切换相结合的MDADT方法，给出了切换系统状态满足的指数稳定性条件。通过非线性倒立摆仿真实验，验证了所提方法的有效性，并通过实验对比证明，对于处理非线性系统，根据T-S模糊模型所设计的模糊控制器比根据模型线性化后所设计的线性控制器具有更大的稳定范围。 |
| 英文摘要: |
| Aiming at nonlinear networked control system (NNCS) with bilateral network-induced random delay and packet dropout, this paper studies the stabilization of the system by using model-dependent average dwell time(MDADT). Takagi-Sugeno (T-S) fuzzy model is employed to represent the nonlinear controlled plant. The switched system approach is utilized to treat the packet dropouts and the random delays in the system are described as uncertain parameters. Based on these methods, the networked control system is modeled as a discrete-time fuzzy switched system model with uncertain parameters. Furthermore, the exponential stability condition for the state of the fuzzy switched system is obtained by using the combination of slow switching MDADT method and fast switching MDADT method. Finally, a series of nonlinear invert pendulum simulation experiments illustrate the effectiveness of the proposed method and prove that the proposed fuzzy controller based on T-S fuzzy model can stabilize the system in a greater state range than the linear controller based on linearization. |
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