Adaptive Neural Network-Based Observer Design for Switched Systems With Quantized Measurements

This study is concerned with the adaptive neural network (NN) observer design problem for continuous-time switched systems via quantized output signals. A novel NN observer is presented in which the adaptive laws are constructed using quantized measurements. Then, persistent dwell time (PDT) switchi...

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Bibliographic Details

Published in:	IEEE transaction on neural networks and learning systems Vol. 34; no. 9; pp. 5897 - 5910
Main Authors:	Chen, Liheng, Zhu, Yanzheng, Ahn, Choon Ki
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.09.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Actuator degradation Actuators adaptive neural network (NN) observer Artificial neural networks Degradation Design Dwell time Neural networks Observers persistent dwell time Quantization (signal) signal quantization Switched systems Switches Switching
ISSN:	2162-237X, 2162-2388, 2162-2388
Online Access:	Get full text
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