IEEE Trans Neural Netw Learn Syst. 2012 Feb;23(2):285-92. doi: 10.1109/TNNLS.2011.2179312.
In this paper, a new control strategy is proposed for the synchronization of stochastic dynamical networks with nonlinear coupling. Pinning state feedback controllers have been proved to be effective for synchronization control of state-coupled dynamical networks. We will show that pinning impulsive controllers are also effective for synchronization control of the above mentioned dynamical networks. Some generic mean square stability criteria are derived in terms of algebraic conditions, which guarantee that the whole state-coupled dynamical network can be forced to some desired trajectory by placing impulsive controllers on a small fraction of nodes. An effective method is given to select the nodes which should be controlled at each impulsive constants. The proportion of the controlled nodes guaranteeing the stability is explicitly obtained, and the synchronization region is also derived and clearly plotted. Numerical simulations are exploited to demonstrate the effectiveness of the pinning impulsive strategy proposed in this paper.
本文提出了一种新的控制策略,用于同步具有非线性耦合的随机动力网络。已证明钉扎状态反馈控制器对于状态耦合动力网络的同步控制是有效的。我们将表明,钉扎脉冲控制器对于上述动力网络的同步控制也是有效的。根据代数条件得出了一些通用的均方稳定性准则,这些准则保证通过在一小部分节点上放置脉冲控制器,可以将整个状态耦合动力网络强制到某个期望的轨迹上。给出了一种有效方法来选择在每个脉冲常数时应控制的节点。明确获得了保证稳定性的受控节点的比例,并推导出同步区域并清晰地绘制出来。数值模拟用于验证本文提出的钉扎脉冲策略的有效性。