Privacy-Preserving Sliding Mode Control for Interval Type-2 Fuzzy Systems: A Dynamic Masking Encoding-Decoding Scheme

This work addresses privacy-preserving sliding mode control issue of interval type-2 fuzzy systems under resource-constrained environments. A novel dynamic mask-based encoding-decoding scheme is developed to simultaneously ensure data confidentiality and improve communication efficiency. Firstly, a...

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Vydané v:Chinese Control Conference s. 2915 - 2920
Hlavní autori: Yang, Yekai, Niu, Yugang, Li, Jiarui, Chen, Bei
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: Technical Committee on Control Theory, Chinese Association of Automation 28.07.2025
Predmet:
Closed loop systems
Dynamic mask
Dynamic scheduling
Encoding
Encoding-decoding scheme
Fuzzy systems
Interval type-2 fuzzy systems
Privacy
Scattering parameters
Sliding mode control
Sufficient conditions
Time-varying systems
Transforms
ISSN:1934-1768
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Shrnutí:This work addresses privacy-preserving sliding mode control issue of interval type-2 fuzzy systems under resource-constrained environments. A novel dynamic mask-based encoding-decoding scheme is developed to simultaneously ensure data confidentiality and improve communication efficiency. Firstly, a time-varying mask function is employed to transform original system states into secured variables for protecting the privacy of sensitive state information. Subsequently, the masked states are encoded via a dynamic quantizer before being transmitted over the digital channels with finite coding length, and the coding scheme is given for masked state and quantizer's parameter. Meanwhile, a fuzzy sliding mode controller is designed utilizing only decoded masked states, under which sufficient conditions are obtained to ensure the ultimate boundedness of closed-loop systems and the reachability of the specified sliding surface. Finally, numerical example is used to demonstrate the effectiveness of the proposed privacy-preserving sliding mode control scheme.
ISSN:1934-1768
DOI:10.23919/CCC64809.2025.11178576