多权重马尔可夫交换延迟网络的有限时间同步与辨识

Qian Xie, Duo Guo, Tong Wang, Xiaoping Yang, Xinghua Liu
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引用次数: 0

摘要

研究了考虑非线性耦合和随机干扰影响的多权重马尔可夫切换延迟网络的有限时间同步与辨识问题。在有限时间同步过程中,大量被控节点会影响网络的稳定性,需要设计和采用有效的控制方法。在该控制策略下,实现了网络的有限时间同步,同时也可以在有限时间内识别网络的未知参数向量。最后,给出了具有代表性的数值模拟,进一步证明了研究内容的可行性和适用性。
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Finite-Time Synchronization and Identification of Markovian Switching Delayed Networks with Multiple Weights
In this paper, the finite-time synchronization and identification problem is investigated for Markovian switching delayed networks with multiple weighs, where the effects of nonlinear coupling and stochastic disturbances on the networks are considered. In the process of finite-time synchronization, the stability of the networks will be affected by a large number of controlled nodes, and then an effective control method is necessary to design and adopt. Under this control strategy, the finite-time synchronization of the networks is realized, and at the same time, the unknown parameter vector of the networks can also be identified in a finite time. Finally, a representative numerical simulation is provided to further prove the feasibility and applicability of the research content.
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