Dynamic Event-Triggered H ∞ Filtering for Fuzzy Markov Jump Systems Subject to Mismatched Quantization

This paper is dedicated to a dynamic event-triggered <inline-formula> <tex-math notation="LaTeX">H_{\infty } </tex-math></inline-formula> filtering method of fuzzy Markov jump systems via a mismatched quantization scheme. The system outputs are triggered by a dynami...

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Vydáno v:IEEE transactions on automation science and engineering Ročník 22; s. 10639 - 10649
Hlavní autoři: Gu, Yang, Shen, Mouquan, Park, Ju H., Wang, Qing-Guo, Yi, Yang, Sun, Yonghui
Médium: Journal Article
Jazyk:angličtina
Vydáno: IEEE 2025
Témata:
Automation
Decoding
Electrical engineering
Electronic mail
Event detection
event-triggered sampling
Filtering
fuzzy systems
Markov jump systems
Networked control systems
Quantization (signal)
quantized filtering
Sun
Time-varying systems
ISSN:1545-5955, 1558-3783
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Shrnutí:This paper is dedicated to a dynamic event-triggered <inline-formula> <tex-math notation="LaTeX">H_{\infty } </tex-math></inline-formula> filtering method of fuzzy Markov jump systems via a mismatched quantization scheme. The system outputs are triggered by a dynamic event-triggered mechanism and then quantized via a mismatched quantizer before being sent to the remote filter. The dynamic triggering scheme with a special diagonal matrix structure threshold is built to reduce the network burden. The quantizer is constructed in a multi-channel paradigm with a time-varying mismatch degree. Then, the remote reduce-order filter is designed to be both fuzzy-rule and mode-dependent. By adopting Finsler's Lemma and the vertex separation method, sufficient conditions are derived in terms of form matrix inequalities. At last, the effectiveness of the proposed method is demonstrated by a tunnel diode circuit. Note to Practitioners-In practical networked systems, sampled analog signals must be quantized before being transmitted over a digital network. However, limited by imperfect hardware, the parameters of the encoder and decoder may not match. To address this challenge, this paper provides a mismatched quantizer design scheme. Additionally, frequent data transmission consumes limited energy and bandwidth resources. Conserving resources is essential for real industrial production, so a dynamic triggering scheme is proposed to reduce the data exchange frequency. A simulation example with practical background is presented to verify that the proposed scheme achieves satisfactory control performance.
ISSN:1545-5955
1558-3783
DOI:10.1109/TASE.2025.3527974