四足机器人崎岖地形可穿越性分析

Shangcong Li, R. Song, Yukun Zheng, He Zhao, Yibin Li
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引用次数: 1

摘要

为了提高四足仿生机器人对任意环境的适应性,提出了一种地形可行性分析算法。我们使用深度相机来感知地面环境,并利用栅格化的数字高程模型(DEM)对相机获得的密集点云进行处理来描述地形。通过计算网格中的坡度值、曲率值、粗糙度和起伏等几何特征,推导并判断地形的可穿越性。本文提出了一种计算粗糙度特性的方法,在增加网格波动计算的同时,提高了计算精度。然后根据每个网格的几何特征,根据相应的公式计算网格的可遍历性。最后,通过仿真验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rugged - Terrain Traversability Analyzing For Quadruped Robots
This paper presents an algorithm of feasibility analysis of the terrain to improve the adaptability of quadruped bionic robot for arbitrary environments. We use the depth camera to sense the ground environment, and utilize the rasterized Digital Elevation Model (DEM) to process the dense point clouds obtained by the camera to describe the terrain. Through calculating the geometric features in the grid, including slope value, curvature value, roughness and fluctuation, the traversability of terrain could be derived and judged. In this paper, we propose an approach to calculate the roughness characteristics, which increasing the accuracy of calculation and meanwhile adding the calculation of the grid fluctuation. The traversability of the grid is then calculated according to the corresponding formula according to the geometric characteristics of each grid. Finally, a simulation is provided to illustrate the effectiveness of the proposed method.
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