理论(学习稳定性)
非线性系统
国家(计算机科学)
数学
离散数学
域代数上的
计算机科学
算法
纯数学
物理
机器学习
量子力学
作者
Christopher M. Kellett,Peter M. Dower
标识
DOI:10.1109/tac.2015.2418671
摘要
Input-to-state stability (ISS) and L 2 -gain are wellknown robust stability properties that continue to find wide application in the analysis and control of nonlinear dynamical systems and their interconnections. We investigate the relationship between ISS-type and L 2 -gain properties, demonstrating several qualitative equivalences between these two properties via coordinate transformations. In particular, we investigate and clearly specify the relationship between ISS and linear L 2 -gain, and between integral ISS and nonlinear L 2 -gain. This latter relationship raises an interesting question as it is known that cascade and feedback interconnections of integral ISS systems are not generally well-behaved, whereas we demonstrate that such interconnections for systems with nonlinear L 2 -gain are well-behaved. We subsequently present several new sufficient conditions for the stability of interconnected systems derived by exploiting the derived qualitative equivalences.
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