Estimation of Domain of Attraction for Aperiodic Sampled-Data Switched Delayed Neural Networks Subject to Actuator Saturation

• Published in: IEEE transaction on neural networks and learning systems Vol. 31; no. 5; pp. 1489 - 1503
• Main Authors: Chen, Guoliang, Sun, Jian, Xia, Jianwei
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.05.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Actuator saturation; Actuators; aperiodic sampled-data switched delayed neural networks (ASDSDNNs); Artificial neural networks; Attraction; Computer simulation; Control theory; domain of attraction; Domains; Dwell time; Interpolation; Linear matrix inequalities; Mathematical models; Multiple objective analysis; Neural networks; Optimization; Sampling; Saturation; Segmentation; Stability criteria; Subsystems; Switches; Switching; Symmetric matrices; Synchronization; Time dependence; time-scheduled Lyapunov functionals

In this paper, for the case of the asynchronous switching caused by that subsystem's switching occuring during a sampling interval, the domain of attraction estimation problem is investigated for aperiodic sampled-data switched delayed neural networks (ASDSDNNs) subject to actuator saturation....