Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism

This paper investigates the bounded filtering problem for two-dimensional (2-D) discrete systems with encryption-decryption mechanism (EDM) and dynamic event-triggered mechanism (ETM). Firstly, considering the potential information leakage, a novel EDM is designed for 2-D systems based on the quantization-based encoding-decoding mechanism. In addition, the dynamic ETM with bidirectional evolutionary characteristics is proposed to alleviate the computational and communication burdens. In such a framework, the filtering error systems (FESs) at the eavesdropper side and the user side are obtained, respectively. Subsequently, the encryption parameters are devised such that the filtering error at the eavesdropper side diverges. Additionally, the boundedness criteria are established to ensure that the client-side FESs are bounded in terms of Lyapunov stability analysis approach. Finally, it is demonstrated that the proposed bounded filtering algorithm is valid for 2-D systems in several types of industrial environments.

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Publication Details

Journal
IEEE Transactions on Network Science and Engineering
Published
2025-02-18
DOI
https://doi.org/10.1109/tnse.2025.3542177
Citations
4
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
5.10

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article

Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism

Chaoqun Zhu, Pan Zhang, Bohan Zhang, Bin Yang
4 citations
IEEE Transactions on Network Science and Engineering
Chaos-based Image/Signal Encryption
5.10
article

Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism

Chaoqun Zhu, Pan Zhang, Bohan Zhang, Bin Yang
article en
4 citations

Abstract

This paper investigates the bounded filtering problem for two-dimensional (2-D) discrete systems with encryption-decryption mechanism (EDM) and dynamic event-triggered mechanism (ETM). Firstly, considering the potential information leakage, a novel EDM is designed for 2-D systems based on the quantization-based encoding-decoding mechanism. In addition, the dynamic ETM with bidirectional evolutionary characteristics is proposed to alleviate the computational and communication burdens. In such a framework, the filtering error systems (FESs) at the eavesdropper side and the user side are obtained, respectively. Subsequently, the encryption parameters are devised such that the filtering error at the eavesdropper side diverges. Additionally, the boundedness criteria are established to ensure that the client-side FESs are bounded in terms of Lyapunov stability analysis approach. Finally, it is demonstrated that the proposed bounded filtering algorithm is valid for 2-D systems in several types of industrial environments.

IEEE Transactions on Network Science and EngineeringVol. 12(3)
Lanzhou University of Technology (CN)
National Natural Science Foundation of China, Science and Technology Program of Gansu Province
Openalex Percentile: Top 5%
Chaos-based Image/Signal Encryption
5.10
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Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism — Chaoqun Zhu, Pan Zhang, et al. · IEEE Transactions on Network Science and Engineering (2025) | TGRS Research Map | TGRS