Obstacle Avoidance System in Autonomous Ground Vehicle Using Ground Plane Image Processing and Omnidirectional Drive

H. Modi, V. Nirav, H. Malav
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引用次数: 3

Abstract

Today one of the major concerns for any industry is availability of workspace and adequate intra-transport systems. This paper suggests the possible and probably cheap solution for both of above incapacities by implying sensor controlled motion of Omni-directional wheels. We have synchronized the image processing capability of Raspberry Pie processor with the sensitivity of motor driver circuit to obtain a precise and accurate motion of platform mounted with mecanum wheel that do not require any turning radius. As an image sensor we have used the simple CCD camera. The set of Image transformations are applied on the image to detect the obstacle precisely. We designed mecanum wheel with main constraint kept as shortage of space and load carrying capacity, hence we were able to report design of the wheel with specific dimensions. The image processing and simulation is done in the MATLAB environment. This choice has added the possibilities of the inclusion of advance control strategies and the use of image processing toolbox.
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基于地平面图像处理和全向驱动的自主地面车辆避障系统
今天,任何工业的主要关切之一是是否有工作空间和适当的内部运输系统。本文提出了一种可能的、或许是廉价的解决上述两种缺陷的方法,即采用传感器控制全向轮的运动。我们将树莓派处理器的图像处理能力与电机驱动电路的灵敏度进行了同步,从而在不需要任何转弯半径的情况下,获得了安装机械轮的平台的精确运动。作为图像传感器,我们使用了简单的CCD相机。在图像上应用图像变换集来精确检测障碍物。我们设计的机械轮保留了空间和承载能力不足的主要约束条件,因此我们能够报告具有特定尺寸的车轮设计。图像处理和仿真是在MATLAB环境下完成的。这种选择增加了包含先进控制策略和使用图像处理工具箱的可能性。
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