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Fast Obstacle Detection by Variable Step of 3D Laser Scanning for Robot Navigation on Unknown Planet

机译:通过3D激光扫描可变步长快速进行障碍物检测,以在未知星球上进行机器人导航

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In the exploration of another planet by mobile robot the slow 3D scanning caused by small step can be aproblem. It can be increased by combined scanning step for faster search of n obstacles in unknown surrounding.This is of keynote importance in automatic robot navigation, especially on the surface of another planet. To maintain areasonable speed robot must to detect dangerous obstacles as soon as possible, and then calculate a safe trajectoryin real time. So, the scanning with variable speed and precise digital mapping only for selected spatial sectors is underconsideration here. Wide range of simulations in MATLAB of several scenes with variable n obstacles, scanning itwith angle value since 0.6? up to 15? was provided aiming to detect such angular values still permitting to get themost information about obstacles without undesired time loss. Three of such angles were obtained in simulation andthen rectifed by Levenberg-Marquradt Algorithm application and were applied to micro electro transmission designfor practical realization of variable combined step scanning on our previously known laser scanner.
机译:在通过移动机器人探索另一个星球时,可能会遇到由小步长引起的缓慢3D扫描问题。它可以通过组合扫描步骤来增加,以更快地搜索未知环境中的n个障碍物。这对于自动机器人导航(尤其是在另一个行星的表面上)至关重要。为了使速度保持在合理范围内,机器人必须尽快发现危险障碍物,然后实时计算出安全轨迹。因此,此处仅考虑对选定的空间扇区进行变速扫描和精确数字映射的扫描。在MATLAB中对n个可变的障碍物的几个场景进行广泛的仿真,从0.6?开始使用角度值对其进行扫描。最多15个?提供了旨在检测​​这样的角度值的方法,该角度值仍然允许获得有关障碍物的最多信息,而不会造成不希望的时间损失。在仿真中获得了三个这样的角度,然后通过Levenberg-Marquradt算法应用进行了校正,并应用于微电传输设计,以在我们先前已知的激光扫描仪上实际实现可变组合步进扫描。

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