• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Qi, Yiwen (Qi, Yiwen.) [1] | Guo, Shitong (Guo, Shitong.) [2] | Ki Ahn, Choon (Ki Ahn, Choon.) [3] | Tang, Yiwen (Tang, Yiwen.) [4] | Huang, Jie (Huang, Jie.) [5]

Indexed by:

EI

Abstract:

Differential privacy is an effective method to solve data privacy leakage. The common differential privacy method is achieved by adding privacy noises to the transmitted data, which may affect data accuracy. For the control system, data accuracy greatly affects the system performance. To circumvent this difficulty, we propose a novel privacy-preserved rolling optimization strategy (PP-ROS) for switched systems. The main contributions are reflected in three aspects: 1) The proposed PP-ROS is used to calculate the private control input by adding Laplace noise to the prediction and control horizons, instead of the transmitted data. 2) Privacy definitions of the prediction and control horizons are presented, and a private model predictive control (P-MPC) controller design is provided based on the PP-ROS. The P-MPC controller achieves the privacy of its parameters. 3) Under PP-ROS and P-MPC, the proof and calculation methods for the privacy levels of control input and system output are given. The results indicate that when noise is added to the horizons, both control input and system output are private. Finally, the availability and benefits of PP-ROS and P-MPC are demonstrated using two simulation examples and comparison results. © 2013 IEEE.

Keyword:

Differential privacy Information leakage

Community:

  • [ 1 ] [Qi, Yiwen]Fuzhou University, College of Electrical Engineering and Automation, Fuzhou; 350108, China
  • [ 2 ] [Guo, Shitong]Shenyang Aerospace University, School of Automation, Shenyang; 110136, China
  • [ 3 ] [Ki Ahn, Choon]Korea University, School of Electrical Engineering, Seoul; 136701, Korea, Republic of
  • [ 4 ] [Tang, Yiwen]Shenyang Aerospace University, School of Automation, Shenyang; 110136, China
  • [ 5 ] [Huang, Jie]Fuzhou University, College of Electrical Engineering and Automation, Fuzhou; 350108, China

Reprint 's Address:

  • [qi, yiwen]fuzhou university, college of electrical engineering and automation, fuzhou; 350108, china

Show more details

Related Keywords:

Source :

IEEE Transactions on Cybernetics

ISSN: 2168-2267

Year: 2025

Issue: 5

Volume: 55

Page: 2085-2097

9 . 4 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: 1

Affiliated Colleges:

Online/Total:109/11051361
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1