Zonotope-Based Distributed Set-Membership Fusion Estimation for Artificial Neural Networks Under the Dynamic Event-Triggered Mechanism

• Published in: IEEE transaction on neural networks and learning systems Vol. PP; pp. 1 - 14
• Main Authors: Zhao, Zhongyi, Wang, Zidong, Zou, Lei, Liu, Hongjian, Sheng, Weiguo
• Format: Journal Article
• Language: English
• Published: United States IEEE 15.11.2023
• Subjects: Artificial neural networks (ANNs); distributed fusion estimation; dynamic event-triggered mechanism (ETM); Electronic mail; Estimation error; Linear matrix inequalities; Reliability; Sensors; State estimation; Symmetric matrices; zonotope-based set-membership state estimation

This article is concerned with the distributed set-membership fusion estimation problem for a class of artificial neural networks (ANNs), where the dynamic event-triggered mechanism (ETM) is utilized to schedule the signal transmission from sensors to local estimators to save resource consumption an...