Title
Information-theoretic approaches to privacy in estimation and control
Abstract
Network control systems (NCSs) heavily rely on information and communication technologies for sharing information between sensors and controllers as well as controllers and actuators. When estimation, control or actuation tasks in a NCS are performed by an untrusted party, sharing information might result in the leakage of private information. The current paper reviews some of the recent results on the privacy-aware decision-making problems in NCSs. In particular, we focus on static and dynamic decision-making problems wherein privacy is measured using information-theoretic notions. We also review the applications of these problems in smart buildings and smart grids.
Year
DOI
Venue
2019
10.1016/j.arcontrol.2019.04.006
Annual Reviews in Control
Keywords
Field
DocType
Privacy,Information theory,Networked control systems
Smart grid,Control engineering,Information and Communications Technology,Building automation,Engineering,Network control,Private information retrieval,Distributed computing,Actuator
Journal
Volume
ISSN
Citations 
47
1367-5788
2
PageRank 
References 
Authors
0.37
0
4
Name
Order
Citations
PageRank
Ehsan Nekouei14811.75
Takashi Tanaka23412.22
Mikael Skoglund31397175.71
Karl Henrik Johansson43996322.75