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基于观察者的安全控制,用于具有非均停留概率的二维模糊开关系统
IEEE transactions on cybernetics
|April 11, 2025
概括
这项研究引入了一个新的框架,用于二维模糊交换系统 (SS) 中的非均逗留概率. 它解决了针对不确定的攻击的安全控制,使用自适应和功能来提高稳定性.
科学领域:
- 控制系统工程 控制系统工程
- 系统理论 系统理论
- 模糊的逻辑 模糊的逻辑
背景情况:
- 二维 (2D) 模糊开关系统 (SS) 是复杂的系统,需要强大的控制策略.
- 现有的马尔科夫过程框架可能是计算密集型和不太可测量的.
- 安全控制对这些系统至关重要,特别是针对不确定的,随机发生的攻击.
研究的目的:
- 为二维模糊SS中非均逗留概率提出一个新的框架.
- 在基于自适应值的和条件下,对这些系统进行基于观察者的安全控制.
- 为了应对不确定的,规范限制的攻击率所带来的安全控制挑战.
主要方法:
- 开发一个不均的逗留概率框架.
- 基于值的适应性和功能的设计,以减轻攻击效应.
- 运用利亚普诺夫稳定性理论来推导控制条件.
主要成果:
- 与传统的马尔科夫过程相比,拟议的框架提高了可测量性,并降低了计算复杂性.
- 导出了足够的条件,以保证带有噪声减弱的非对称平均平方稳定性.
- 适应性和功能有效地限制了异常发作的影响.
结论:
- 新的非均逗留概率框架为二维模糊SS提供了更实用的方法.
- 开发的以观察员为基础的安全控制策略确保了系统稳定性和在不确定的攻击下的性能.
- 模拟结果验证了拟议的理论框架和控制方法的有效性.
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