Real-time UAV path-terrain collision evaluation on FPGA

François C. J. Allaire, M. Tarbouchi, G. Labonté, Vincent Roberge
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引用次数: 1

Abstract

One of the most fundamental element of the Unmanned Aerial Vehicles (UAV) path planning is the assurance that the path planned avoids any terrain collision. The task to “evaluate how much a UAV path is in collision with the terrain” is particularly crucial for path planners that are optimizing random generated paths. This terrain collision evaluation task can be computationally demanding and its computation time depends on the environment representation used. This paper presents a Field Programmable Gate Arrays (FPGA) based design of a UAV terrain collision evaluator that evaluates in parallel segments of the path in real-time. Its worst case computation time has a fixed upper bounded, based on the size of the map. For a 500×500 grid map, this upper bound is 1.9 μs, which is a promising result for future UAV real-time path planners.
基于FPGA的无人机路径-地形碰撞实时评估
无人机路径规划的一个最基本的问题是保证规划的路径避免任何地形碰撞。“评估无人机路径与地形碰撞的程度”的任务对于优化随机生成路径的路径规划者来说尤为重要。这种地形碰撞评估任务的计算量很大,其计算时间取决于所使用的环境表示。提出了一种基于现场可编程门阵列(FPGA)的无人机地形碰撞评估器的设计方案,实现了对并行路径段的实时评估。它的最坏情况下的计算时间有一个固定的上限,这取决于地图的大小。对于500×500网格图,该上限为1.9 μs,为未来无人机实时路径规划提供了很好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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