The problem of H_∞ exponential synchronization for switched cellular neural networks that are subjected to multiple exogenous disturbances is investigated. The exogenous disturbances are rejected and attenuated by combining disturbance observer-based control with H_∞ control. Based on the admissible edge-dependent average dwell time scheme and the Lyapunov-Krasovskii functional technique, a synchronization criterion formulated by linear matrix inequalities is procured for switched cellular neural networks with external disturbances. Finally, the effectiveness of the obtained results is verified through a numerical simulation.

中文翻译：

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基于扰动观测器控制的交换细胞神经网络H∞指数同步

研究了受到多重外源干扰的切换细胞神经网络的H _∞指数同步问题。通过将基于扰动观测器的控制与H _∞控制相结合来抑制和衰减外源扰动。基于允许的边缘依赖平均驻留时间方案和Lyapunov-Krasovskii函数技术，为具有外部干扰的切换细胞神经网络获得了由线性矩阵不等式制定的同步准则。最后通过数值模拟验证了所得结果的有效性。