時間的安全回廊を用いた動的環境におけるマルチロータ計画
Multirotor Planning in Dynamic Environments using Temporal Safe Corridors
動的環境を時間的占有グリッドで表現し、時間的安全回廊を生成してマルチロータの軌道最適化を行う計画手法を提案した論文。
著者: Charbel Toumieh, Alain Lambert
分類: cs.RO
原文アブストラクト
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.
関連論文
- 時空間変形木によるマルチロータのキノダイナミック計画マルチロータ計画
