Title
Secure perception-driven control of mobile robots using chaotic encryption
Abstract
This paper considers perception-driven control of a mobile robot for reference tracking where perception is performed by a machine learning system. The robot is subject to passive attacks and evasion attacks on image transmission. A robust output feedback controller together with a chaotic encryption system ensures input-to-state stability of the closed-loop system, and the chaotic encryption approach keeps image transmission secure. Simulations are conducted in the CARLA simulator to demonstrate robust reference tracking and secure image transmission.
Year
DOI
Venue
2021
10.23919/ACC50511.2021.9483382
2021 AMERICAN CONTROL CONFERENCE (ACC)
DocType
ISSN
Citations 
Conference
0743-1619
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Xu Zhang100.34
Zhenyuan Yuan201.01
Siyuan Xu300.34
Yang Lu400.68
Minghui Zhu501.35