Mobile robot navigation based on line landmarks using the Braitenberg controller and image processing

Ali Rizal Chaidir, Gamma Aditya Rahardi, Khairul Anam
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引用次数: 5

Abstract

Line following and lane tracking are robotic navigation techniques that use lines as a guide. The techniques can be applied to mobile robots in the industry. This research applied the Braitenberg controller and image processing to control and obtain line information around the mobile robot. The robot was implemented using Arduino Uno as a controller. A webcam was connected to a computer that performs image processing using canny edge detection and sends the data to the robot controller via serial communication. The robot can navigate on the side of the line, and the success rate of the system is 100 % at a turn of 135 ° and 80 % at a turn of 90 °.
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利用布赖滕伯格控制器和图像处理技术,基于线性地标的移动机器人导航
线路跟踪和车道跟踪是一种以线路为导向的机器人导航技术。这些技术可应用于工业领域的移动机器人。这项研究应用了 Braitenberg 控制器和图像处理技术来控制移动机器人并获取其周围的线路信息。机器人使用 Arduino Uno 作为控制器。网络摄像头与计算机相连,计算机通过边缘检测进行图像处理,并通过串行通信将数据发送至机器人控制器。机器人可以在线路的一侧导航,转弯 135° 时系统的成功率为 100%,转弯 90° 时系统的成功率为 80%。
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审稿时长
6 weeks
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