Multirotor Planning in Dynamic Environments using Temporal Safe Corridors
In this paper, we propose a new method for multirotor planning in dynamic environments. The environment is represented as a temporal occupancy grid which gives the current as well as the future/predicted state of all the obstacles. The method builds on previous works in Safe Corridor generation and...
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Zusammenfassung: | In this paper, we propose a new method for multirotor planning in dynamic
environments. The environment is represented as a temporal occupancy grid which
gives the current as well as the future/predicted state of all the obstacles.
The method builds on previous works in Safe Corridor generation and multirotor
planning to avoid moving and static obstacles. It first generates a global path
to the goal that doesn't take into account the dynamic aspect of the
environment. We then use temporal Safe Corridors to generate safe spaces that
the robot can be in at discrete instants in the future. Finally we use the
temporal Safe Corridors in an optimization formulation that accounts for the
multirotor dynamics as well as all the obstacles to generate the trajectory
that will be executed by the multirotor's controller. We show the performance
of our method in simulations. |
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DOI: | 10.48550/arxiv.2208.06950 |