Multi-Rate Control Design Under Input Constraints via Fixed-Time Barrier Functions

被引:13
|
作者
Garg, Kunal [1 ]
Cosner, Ryan K. [2 ]
Rosolia, Ugo [2 ]
Ames, Aaron D. [2 ]
Panagou, Dimitra [1 ]
机构
[1] Univ Michigan, Dept Aerosp Engn, Ann Arbor, MI 48105 USA
[2] CALTECH, AMBER Lab, Pasadena, CA 91125 USA
来源
基金
美国国家科学基金会;
关键词
Trajectory; Safety; Convergence; Planning; Computational modeling; Time-frequency analysis; Stability analysis; Lyapunov methods; hierarchical systems; nonlinear systems;
D O I
10.1109/LCSYS.2021.3084322
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 letter, we introduce the notion of periodic safety, which requires that the system trajectories periodically visit a subset of a forward-invariant safe set, and utilize it in a multi-rate framework where a high-level planner generates a reference trajectory that is tracked by a low-level controller under input constraints. We introduce the notion of fixed-time barrier functions which is leveraged by the proposed low-level controller in a quadratic programming framework. Then, we design a model predictive control policy for high-level planning with a bound on the rate of change for the reference trajectory to guarantee that periodic safety is achieved. We demonstrate the effectiveness of the proposed strategy on a simulation example, where the proposed fixed-time stabilizing low-level controller shows successful satisfaction of control objectives, whereas an exponentially stabilizing low-level controller fails.
引用
收藏
页码:608 / 613
页数:6
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