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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| Vydáno v: | Chinese Control Conference s. 2915 - 2920 |
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| Jazyk: | angličtina |
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Technical Committee on Control Theory, Chinese Association of Automation
28.07.2025
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| ISSN: | 1934-1768 |
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | Li, Jiarui Yang, Yekai Niu, Yugang Chen, Bei |
| Author_xml | – sequence: 1 givenname: Yekai surname: Yang fullname: Yang, Yekai email: yangyekai94@163.com organization: College of Information Science and Technology, Donghua University,Shanghai,China,201620 – sequence: 2 givenname: Yugang surname: Niu fullname: Niu, Yugang email: acniuyg@ecust.edu.cn organization: Key Laboratory of Smart Manufacturing in Energy Chemical Process (East China University of Science and Technology),Ministry of Education,Shanghai,China,200237 – sequence: 3 givenname: Jiarui surname: Li fullname: Li, Jiarui email: jruilee@163.com organization: Logistics Engineering College, Shanghai Maritime University,Department of Electrical Automation,Shanghai,China,201306 – sequence: 4 givenname: Bei surname: Chen fullname: Chen, Bei email: chenbei1631@163.com organization: The School of Electric and Electronic Engineering, Shanghai University of Engineering Science,Shanghai,China,201620 |
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| Snippet | This work addresses privacy-preserving sliding mode control issue of interval type-2 fuzzy systems under resource-constrained environments. A novel dynamic... |
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| SubjectTerms | 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 |
| Title | Privacy-Preserving Sliding Mode Control for Interval Type-2 Fuzzy Systems: A Dynamic Masking Encoding-Decoding Scheme |
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