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Title: | Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems with Unreliable Communication Channel: A Buffer-Aided Strategy |
Authors: | Zhang, Y Wang, Z Zou, L Chen, Y Lu, G |
Keywords: | buffer-aided strategy;neural networks;nonlin ear control;output-feedback control;unreliable communication channel |
Issue Date: | 12-Jun-2024 |
Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
Citation: | Zhang, Y. et al. (2024) 'Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems with Unreliable Communication Channel: A Buffer-Aided Strategy', IEEE/CAA Journal of Automatica Sinica, 11 (7), pp. 1566 - 1578. doi: 10.1109/JAS.2024.124314. |
Abstract: | This paper concerns ultimately bounded output-feedback control problems for networked systems with unknown nonlinear dynamics. Sensor-to-observer signal transmission is facilitated over networks that has communication constraints. These transmissions are carried out over an unreliable communication channel. In order to enhance the utilization rate of measurement data, a buffer-aided strategy is novelly employed to store historical measurements when communication networks are inaccessible. Using the neural network technique, a novel observer-based controller is introduced to address effects of signal transmission behaviors and unknown nonlinear dynamics. Through the application of stochastic analysis and Lyapunov stability, a joint framework is constructed for analyzing resultant system performance under the introduced controller. Subsequently, existence conditions for the desired output-feedback controller are delineated. The required parameters for the observer-based controller are then determined by resolving some specific matrix inequalities. Finally, a simulation example is showcased to confirm method efficacy. |
URI: | https://bura.brunel.ac.uk/handle/2438/30657 |
DOI: | https://doi.org/10.1109/JAS.2024.124314 |
ISSN: | 2329-9266 |
Other Identifiers: | ORCiD: Yuhan Zhang https://orcid.org/0009-0008-4628-5781 ORCiD: Zidong Wang https://orcid.org/0000-0002-9576-7401 ORCiD: Lei Zou https://orcid.org/0000-0002-0409-7941 ORCiD: Yun Chen https://orcid.org/0000-0002-9934-9979 ORCiD: Guoping Lu https://orcid.org/0000-0002-6815-4554 |
Appears in Collections: | Dept of Computer Science Research Papers |
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