首页|结合霍夫变换找墙体直线的沿墙导航算法

结合霍夫变换找墙体直线的沿墙导航算法

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针对移动机器人沿墙导航过程中存在沿曲线墙体导航效果不佳、路径不够平滑等问题,提出了结合霍夫变换找墙体直线的沿墙导航算法.该算法由霍夫变换提取出当前位置障碍物中的直线,找到离机器人最近的直线作为沿墙参考直线,采集上一周期历史墙体直线状态和当前墙体直线状态决定机器人当前的运动方向,并根据当前墙体直线提取出沿墙导航预设路径进行导航,如此循环直至完成指定的沿墙导航任务.实验证明该算法可以在不同环境中较好地完成沿墙导航任务.
Wall navigation algorithm for finding straight line of wall combined with Hough transform
In order to solve the problems such as poor navigation effect and not smooth path along the curved wall in the navigation process of mobile robot along the wall,a wall navigation algorithm based on Hough transform was proposed.In this algorithm,the straight line in the current position obstacle was extracted by Hough transform,and the nearest straight line to the robot was found as the reference straight line along the wall.When navigating along the wall,the straight line state of the historical wall and the current straight line state of the wall were collected to determine the current motion direction of the ground washing robot,and the preset path of navigation along the wall was extracted according to the current straight line of the wall.This cycle continued until the specified task of navigation along the wall was completed.Finally,the simulation and practical experiments of the algorithm showed that the algorithm could complete the task of navigation along the wall well in different environments.

Hough transformstraight line of walldirection of motionpreset pathnavigation along walls

余乘风、许仁波、蒋林、周和文、黄惠保

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武汉科技大学 冶金装备及其控制教育部重点实验室,湖北 武汉 430081

武汉科技大学 机器人与智能系统研究院,湖北 武汉 430081

珠海市一微半导体有限公司, 广东 珠海 519000

霍夫变换 墙体直线 运动方向 预设路径 沿墙导航

国家重点研发计划项目

2019YFB1310000

2024

农业装备与车辆工程
山东省农业机械科学研究所 山东农机学会

农业装备与车辆工程

影响因子:0.279
ISSN:1673-3142
年,卷(期):2024.62(3)
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