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

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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… Click to show full abstract

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.

Keywords: application; control; switched systems; control switched; optimal control; graph based

Journal Title: IEEE Transactions on Automatic Control
Year Published: 2021

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