低成本点对点导航系统

G. Spampinato, A. Bruna, Davide Giacalone, G. Messina
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引用次数: 0

摘要

本文描述了一种新颖的低成本方法,称为“朝向和切线”,用于机器人系统中的点对点导航。该系统可以在未知环境中导航,并且仅使用激光距离传感器,无需与mems或其他类型的数据集成,即可避开障碍物到达所需点。它由两个简单的步骤组成:朝着目标前进,选择角度较低的方向克服障碍。通过这种方式,与最先进的算法相比,它需要更少的计算资源,因为它不需要检测障碍物的不连续,也不需要遵循障碍物的边界。此外,一个简单的状态机可以同时处理避障和点对点导航。即使系统易于实现,所需资源较少,但它达到了高性能,符合更复杂的算法,并且实时性非常好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low Cost Point to Point Navigation System
This document describes a novel low-cost methodology called “Towards and Tangent” for point to point navigation in robotics systems. The system navigates in an unknown environment, and it avoids obstacles to reach the desired point, using only laser range sensor, without any integration with mems or another kind of data. It is composed by two simple steps: head toward the goal and select the direction with the lower angle to overcome the obstacle. In this way, compared to the state of the art algorithms, it requires less computational resources, since it does not need to detect obstacles discontinuities and do not need to follow an obstacle's boundaries. Moreover, a simple state machine can handle both obstacle avoidance and point to point navigation. Even if the system is easy to implement and requires low resources, it reaches high performances, in line with more sophisticated algorithms and works very well in real-time.
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