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Event-Triggered Dynamic Quantization for Nonlinear Systems With One-Bit Data Transmission

Authors :
Almakhles, Dhafer
Abdelrahim, Mahmoud
Source :
IEEE Transactions on Automatic Control; 2024, Vol. 69 Issue: 6 p4118-4125, 8p
Publication Year :
2024

Abstract

In this article, we study the problem of output feedback control for nonlinear systems under event-triggered implementation and dynamic quantization. We focus on the case where the initial output measurement is unknown and we propose a novel dynamic quantization policy to capture the output in a finite time. Next, the event-triggering mechanism that we design relies on a dynamic variable, which allows for reducing the amount of transmissions over the network. The dynamic quantizer is binary in the sense that the quantized output signal can be transmitted by using only a single bit. The encoding–decoding mechanism is provided in a systematic way such that the encoder–decoder pair realize a matching information on the quantized signal. The combined event-triggering condition and the dynamic quantizer guarantee asymptotic stability property for the closed-loop system. The Zeno behavior is prevented by means of the time-regularization technique. The efficiency of the proposed method is demonstrated on a numerical example.

Details

Language :
English
ISSN :
00189286 and 15582523
Volume :
69
Issue :
6
Database :
Supplemental Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
ejs66505830
Full Text :
https://doi.org/10.1109/TAC.2023.3347686