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Research on Intelligent Mobile Platform Base on Monocular Vision and Ultrasonic Sensor

机译:基于单目视觉和超声波传感器的智能移动平台研究

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In allusion to the automatic obstacle avoidance and path planning problem of the intelligent mobile robot, a kind of intelligent mobile platform based on the cooperation between the monocular vision and ultrasonic sensor was developed. This mobile platform includes the special steering gear, visual navigation control and ultrasonic obstacle avoidance control. In vision navigation module, the color space of HSV and RGB was selected as the processing object , and then split image by using morphological opening-and-closing operation and edge point filtration, detect the road information by Hough transformation. The navigation controller of mobile platform is an adaptive fuzzy PID controller. Utilize the multiple ultrasonic sensors to detect the obstacles around the mobile platform, and achieve the effect of bypassing obstacles through fuzzy controller. The simulation and experiment show that the intelligent mobile robot can turn smoothly and identify road and obstacles well and navigate stably.
机译:针对智能移动机器人的自动避障和路径规划问题,开发了一种基于单眼视觉与超声传感器协同工作的智能移动平台。该移动平台包括特殊的转向装置,视觉导航控制和超声波避障控制。在视觉导航模块中,选择HSV和RGB的色彩空间作为处理对象,然后通过形态学的开闭操作和边缘点过滤对图像进行分割,通过Hough变换检测道路信息。移动平台的导航控制器是自适应模糊PID控制器。利用多个超声波传感器检测移动平台周围的障碍物,并通过模糊控制器达到绕过障碍物的效果。仿真和实验表明,智能移动机器人能够平稳地转弯,能够很好地识别道路和障碍物,并能够稳定地导航。

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