Stability of singular discrete-time neural networks with state-dependent coefficients and run-to-run control strategies

Xiong, W, Yu, X, Patel, R and Huang, T 2018, 'Stability of singular discrete-time neural networks with state-dependent coefficients and run-to-run control strategies', IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 12, pp. 6415-6420.


Document type: Journal Article
Collection: Journal Articles

Title Stability of singular discrete-time neural networks with state-dependent coefficients and run-to-run control strategies
Author(s) Xiong, W
Yu, X
Patel, R
Huang, T
Year 2018
Journal name IEEE Transactions on Neural Networks and Learning Systems
Volume number 29
Issue number 12
Start page 6415
End page 6420
Total pages 6
Publisher Institute of Electrical and Electronics Engineers
Abstract In this brief, sustaining and intermittent run-to-run controllers are designed to achieve the stability of singular discrete-time neural networks with state-dependent coefficients. The controllers are designed for two reasons: 1) it is very difficult and almost impossible to only measure the in situ feedback information for the controllers and 2) the controllers may not always exist at any time. The stability is then established for singular discrete-time neural networks with state-dependent coefficients. Finally, numerical simulations are shown to illustrate the usefulness of the obtained criteria.
Subject Control Systems, Robotics and Automation
Keyword(s) Intermittent run-to-run controllers
singular discrete-time neural networks
state-dependent coefficients
sustaining run-to-run controllers
DOI - identifier 10.1109/TNNLS.2018.2829172
Copyright notice © 2018 IEEE
ISSN 2162-237X
Versions
Version Filter Type
Citation counts: TR Web of Science Citation Count  Cited 1 times in Thomson Reuters Web of Science Article | Citations
Scopus Citation Count Cited 0 times in Scopus Article
Altmetric details:
Access Statistics: 5 Abstract Views  -  Detailed Statistics
Created: Mon, 29 Apr 2019, 13:04:00 EST by Catalyst Administrator
© 2014 RMIT Research Repository • Powered by Fez SoftwareContact us