Action Governor for Discrete-Time Linear Systems With Non-Convex Constraints

被引:3
|
作者
Li, Nan [1 ]
Han, Kyoungseok [2 ]
Girard, Anouck [1 ]
Tseng, H. Eric [3 ]
Filev, Dimitar [3 ]
Kolmanovsky, Ilya [1 ]
机构
[1] Univ Michigan, Dept Aerosp Engn, Ann Arbor, MI 48105 USA
[2] Kyungpook Natl Univ, Sch Mech Engn, Daegu 41566, South Korea
[3] Ford Motor Co, Res & Adv Engn, Dearborn, MI 48126 USA
来源
IEEE CONTROL SYSTEMS LETTERS | 2021年 / 5卷 / 01期
关键词
Linear systems; Monitoring; Optimization; Control systems; Mobile robots; Computational modeling; Complexity theory; Autonomous systems; collision avoidance; predictive control; vehicle safety; INVARIANT-SETS;
D O I
10.1109/LCSYS.2020.3000198
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This letter introduces an add-on, supervisory scheme, referred to as Action Governor (AG), for discrete-time linear systems to enforce exclusion-zone avoidance requirements. It does so by monitoring, and minimally modifying when necessary, the nominal control signal to a constraint-admissible one. The AG operates based on set-theoretic techniques and online optimization. This letter establishes its theoretical foundation, discusses its computational realization, and uses two simulation examples to illustrate its effectiveness.
引用
收藏
页码:121 / 126
页数:6
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