Privacy Preservation by Intermittent Transmission in Cooperative LQG Control Systems

被引：0
|
作者：
Lin, Wenhao [1 ]
Ni, Yuqing [2 ]
Yang, Wen [1 ]
Yang, Chao [1 ]
机构：
[1] East China Univ Sci & Technol, Minist Educ, Dept Automat, Key Lab Smart Mfg Energy Chem Proc, Shanghai, Peoples R China
[2] Jiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Sch Internet Things Engn, Wuxi, Jiangsu, Peoples R China
来源：
2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024 | 2024年
基金：
中国国家自然科学基金;
关键词：
privacy preservation; Kalman filter; cooperative networked control systems; INFORMATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we study a cooperative linear quadratic Gaussian (LQG) control system with a single user and a server. In this system, the user runs a process and employs the server to meet the needs of computation. However, the user regards its state trajectories as privacy. Therefore, we propose a privacy scheme, in which the user sends data to the server intermittently. By this scheme, the server's received information of the user is reduced, and consequently the user's privacy is preserved. In this paper, we consider a periodic transmission scheme. We analyze the performance of privacy preservation and LQG control of different transmission periods. Under the given threshold of the control performance loss, a trade-off optimization problem is proposed. Finally, we give the solution to the optimization problem.
引用
收藏
页码：690 / 696
页数：7
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