Synchronization of Delayed Neural Networks With Actuator Failure Based on Stochastic Sampled-Data Controller

• Published in: IEEE access Vol. 8; pp. 200923 - 200931
• Main Authors: Tian, Jiaping, Zhang, Jiayong, Liu, Yajuan, Ge, Chao, Hua, Changchun
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Actuator failure; Actuators; Controllers; Convexity; Delays; Failure analysis; Linear matrix inequalities; linear matrix inequalities (LMIs); Master-slave; Neural networks; Optimization; Random sampling; Stability analysis; Stability criteria; Stochastic sampling; Synchronism; Synchronization

This paper addresses the master-slave synchronization problems of delayed neural networks with actuator failure based on stochastic sampled-data controller. To simplify the analysis process, only two different sampling periods whose occurrence probabilities follow the Bernoulli distribution are cons...