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Tracking Object based on GPS and IMU Sensor

机译:基于GPS和IMU传感器的跟踪对象

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摘要

Unmanned vehicles required a tracking system to monitor the movement of the object. Tracking system required because the object is controlled remotely and the movement of an object is too far from an operator. This tracking system requires object location and attitude. Global Positioning System (GPS) and Inertial Measurement Unit (IMU) sensor can be used to obtain information about object location and attitude. This IMU consists of some sensors, i.e. accelerometer, gyroscope, and magnetometer. In IMU system, angle data from gyroscope and accelerometer sensor must be combined using a complementary filter because each sensor data still has a noise signal. This paper discusses tracking object using GPS and IMU sensor and then processed by the microcontroller to display in Personal Computer (PC). Object tracking system that designed works well. The result of testing, the average of error for GPS and IMU system, respectively, are 2.67 m and 0.96°.
机译:无人驾驶车辆需要一个跟踪系统来监视物体的运动。需要跟踪系统,因为对象是远程控制的,并且对象的移动距离操作员太远。该跟踪系统需要物体的位置和姿态。全球定位系统(GPS)和惯性测量单元(IMU)传感器可用于获取有关物体位置和姿态的信息。该IMU由一些传感器组成,即加速度计,陀螺仪和磁力计。在IMU系统中,由于每个传感器数据仍然具有噪声信号,因此必须使用互补滤波器组合来自陀螺仪和加速度计传感器的角度数据。本文讨论了使用GPS和IMU传感器进行跟踪的对象,然后由微控制器进行处理以显示在个人计算机(PC)中。经过精心设计的对象跟踪系统。测试结果为GPS和IMU系统的平均误差分别为2.67 m和0.96°。

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