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author:

Qi, Yiwen (Qi, Yiwen.) [1] | Guo, Shitong (Guo, Shitong.) [2] | Chi, Ronghu (Chi, Ronghu.) [3] | Tang, Yiwen (Tang, Yiwen.) [4] | Qu, Ziyu (Qu, Ziyu.) [5]

Indexed by:

EI Scopus SCIE

Abstract:

Differential privacy preserving ensures the privacy of the system data by adding certain regular noises to the data to cover up the real information. The main challenges of strong nonlinearities, uncertainty, and data privacy are considered together for switched systems, and a novel privacy-preserving robust model-free adaptive predictive control (PPR-MFAPC) method is proposed that guarantees both H-infinity performance and system privacy. At first, a performance-dependent differential privacy noise conforming the Laplace distribution is designed, which can adaptively adjust the noise size to balance the system performance and privacy. Then, a novel privacy level analysis with evaluation method is presented. Subsequently, the strong uncertainties of switched systems is solved through a dynamic linearization method. On this basis, a novel cost function is designed by considering both the H-infinity performance and system privacy to balance the system performance and privacy from the perspective of control design. Further, by incorporating a parameter estimator and a prediction algorithm, the private MFAPC anti-noise controller is obtained. Finally, the feasibility of the PPR-MFAPC is explained with illustrative example.

Keyword:

Differential privacy preserving H-infinity performance MFAPC privacy noise switched systems

Community:

  • [ 1 ] [Qi, Yiwen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Guo, Shitong]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 3 ] [Tang, Yiwen]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 4 ] [Qu, Ziyu]Shenyang Aerosp Univ, Sch Automat, Shenyang 110136, Peoples R China
  • [ 5 ] [Chi, Ronghu]Qingdao Univ Sci & Technol, Coll Automat & Elect Engn, Qingdao 266061, Peoples R China

Reprint 's Address:

  • 齐义文

    [Qi, Yiwen]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China;;[Chi, Ronghu]Qingdao Univ Sci & Technol, Coll Automat & Elect Engn, Qingdao 266061, Peoples R China

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Source :

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS

ISSN: 2168-2216

Year: 2024

Issue: 1

Volume: 55

Page: 480-490

8 . 6 0 0

JCR@2023

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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