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Arbitrary trajectory tracking of a mobile robot by an image-based fuzzy controller

机译:基于图像的模糊控制器对移动机器人的任意轨迹跟踪

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Most of conventional mobile robot control methods have controlled robots based on their positions that are measured by some kinds of position estimation methods. On the other hand, humans decide their behavior based on mainly visual information without their accurate positions usually. Image-based visual servoings (IBVS) seem to be human approaches in the viewpoint that they control robots based on information of camera images without using robot positions. This paper proposes a method for tracking an arbitrary trajectory drawn on a floor by an IBVS method. A fuzzy controller is designed to determine control inputs from parameters of a linearized target trajectory on captured images. The proposed method is evaluated through some simulation experiments.
机译:大多数传统的移动机器人控制方法都基于通过某些位置估计方法测得的机器人位置来控制机器人。另一方面,人类通常基于视觉信息来决定他们的行为,而通常没有准确的位置。从基于图像的视觉伺服(IBVS)无需使用机器人位置就可以基于摄像机图像信息控制机器人的角度来看,它们似乎是人为方法。本文提出了一种通过IBVS方法跟踪地板上绘制的任意轨迹的方法。模糊控制器被设计为根据捕获图像上线性目标轨迹的参数确定控制输入。通过一些仿真实验对提出的方法进行了评估。

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