Delay-dependent exponential passivity of uncertain cellular neural networks with discrete and distributed time-varying delays

作者：Du, Yuanhua^*; Zhong, Shouming; Xu, Jia; Zhou, Nan

来源：ISA Transactions, 2015, 56: 1-7.

DOI：10.1016/j.isatra.2014.11.005

• Cellular neural networks
• Exponential passivity
• Linear matrix inequality
• Delay decomposition
• Lyapunov-Krasovskii functional
• Time-varying delays

This paper is concerned with the delay-dependent exponential passivity analysis issue for uncertain cellular neural networks with discrete and distributed time-varying delays. By decomposing the delay interval into multiple equidistant subintervals and multiple nonuniform subintervals, a suitable augmented Lyapunov-Krasovskii functionals are constructed on these intervals. A set of novel sufficient conditions are obtained to guarantee the exponential passivity analysis issue for the considered system. Finally, two numerical examples are provided to demonstrate the effectiveness of the proposed results.

• 出版日期2015-5
• 单位四川文理学院; 电子科技大学