基于视觉伺服的轮式移动机器人障碍物路径规划

Mahmut Dirik, A. F. Kocamaz, Emrah Dönmez
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引用次数: 5

摘要

基于视觉数据的环境呈现对于移动机器人进行定位和定位至关重要。选择安全路径进行路径规划,需要对移动机器人在周围环境中的位置进行定位。本研究将基于视觉的控制系统与模糊逻辑控制器相结合,构建无碰撞路径环境。利用架空摄像机监测实验环境,利用视觉处理技术确定机器人位置信息、障碍物和目标位置。利用模糊决策集实现了机器人与目标之间的安全(无碰撞)路径规划。利用6个虚拟传感器数据规划机器人的方向控制。演示和评论了不同场景下应用程序的测试结果的图形表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual servoing based path planning for wheeled mobile robot in obstacle environments
The presentation of the environment based on visual data is important for the mobile robot to do localization and orientation. Selection safe path for the path planning, it is necessary to locate the position of the mobile robot in surrounding environment. In this study, vision-based control system and fuzzy logic controller methods were used together to construct a collision free path environment. The experimental environment was monitored with an overhead camera and robot position information, obstacles and target positions were determined by visual processing techniques. A safe (non-collision) path plan between the robot and the target has been achieved using fuzzy decision sets. Six virtual sensor data were used to plan the robot orientation control. A graphical representation of the test results of applications made for different scenarios is demonstrated and commentated.
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