Dynamic surface control for non-strict-feedback stochastic nonlinear interconnected systems

• Published in: 2017 4th International Conference on Information, Cybernetics and Computational Social Systems (ICCSS) pp. 693 - 698
• Main Authors: Huan Li, Ben Niu, Yakun Su, Guangju Zhang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2017
• Subjects: Adaptive systems; Interconnected systems; Observers; Power system dynamics; Stochastic processes; Vehicle dynamics

In this paper, a neural-network-based dynamic surface control method is developed for a class of non-strict-feedback stochastic nonlinear interconnected systems. Neural-networks (NNS) combined with adaptive backstepping technique are applied to model the unknown nonlinear functions of the stochastic...