Neural network-based event-triggered data-driven control of disturbed nonlinear systems with quantized input

• Published in: Neural networks Vol. 156; pp. 152 - 159
• Main Authors: Wang, Xianming, Karimi, Hamid Reza, Shen, Mouquan, Liu, Dan, Li, Li-Wei, Shi, Jiantao
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2022
• Subjects: Event-triggered control; Model-free adaptive control; Neural network; Event-triggered control; Model-free adaptive control; Neural network

This paper is devoted to design an event-triggered data-driven control for a class of disturbed nonlinear systems with quantized input. A uniform quantizer reconstructed with decreasing quantization intervals is employed to reduce the quantization error. A neural network-based estimation strategy is...