A Graph-Based Algorithm for Optimal Control of Switched Systems:An Application to Car Parking

被引:7
作者
Laurini, Mattia [1 ]
Consolini, Luca [1 ]
Locatelli, Marco [1 ]
机构
[1] Univ Parma, Dipartimento Ingn & Architettura, I-43124 Parma, Italy
关键词
Mathematical model; Switches; Switched systems; Planning; Optimal control; Probabilistic logic; Numerical models; Algorithms; automata; automotive applications; optimal control; switching systems; PATH; MOTION; ERROR;
D O I
10.1109/TAC.2021.3060706
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 article, we consider a finite-elementapproximation of the Bellman equation for the optimal control of switched systems. We show that the problem belongs to a special class that we studied in a previous work, for which we developed an efficient solution algorithm. As an application, we present the problem of generating parking maneuvers for self-driving vehicles on two typical urban parking scenarios. The vehicle is described by four different switched systems in which every switching is associated to a penalization term. In this way, we obtain parking paths that have a small number of direction changes and have a simple structure.
引用
收藏
页码:6049 / 6055
页数:7
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