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Autopilot — An autonomous navigation system

机译:自动驾驶仪 - 自主导航系统

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In this work an autonomous navigation system to empower a ground mobile robot to drive itself autonomously on a predefined course was developed. The navigation system implementation is described and relevant testing experiments are presented. Furthermore, graphical users interface (GUI), comprising the entire system positioning, navigation and control systems was developed for the commodity of the users. This GUI also provides an interface to allow the robot movement to be tracked on a map. The motion control is achieved using several 1D and 2D Kalman filters, where the different IMU sensors signals are combined and filtered, in order to obtain a probabilistic evaluation of the position of the robot platform. Evaluation tests confirming the ability of the robot to autonomously reach the pre-designated points are presented, showing that the validity of the approach.
机译:在这项工作中,开发了一种自主导航系统,以赋予地面移动机器人在预定义的课程上自主驱动自身。描述了导航系统实现,并提出了相关的测试实验。此外,为用户的商品开发了包括整个系统定位,导航和控制系统的图形用户界面(GUI)。此GUI还提供允许在地图上跟踪机器人移动的界面。使用几个1D和2D卡尔曼滤波器实现运动控制,其中不同的IMU传感器信号被组合并过滤,以获得机器人平台位置的概率评估。评估测试证实机器人自主地达到预指定点的能力,表明该方法的有效性。

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