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Design and Implementation of an Object Tracking System Control using PID and Movement Prediction

机译:基于pID和运动预测的目标跟踪系统控制系统的设计与实现

摘要

The tracking system usually has some lack of problem that is unstable system when the object is moved so the tracking process can't define the object position well. On the other hand, when the object moves, the system can't track the object suddenly along to the direction of the object movement. The system will always looking for the object from the first point or its home position. In this paper, PID control is used to improve stability of tracking system, so that the result become more stable than before, it can be seen from the tracking error. Otherwise, to looking for again the undetected object, a linear regression method is used in purpose to get more faster in finding the new position of the moving object that is disappear from the view of the camera.
机译:跟踪系统通常存在一些问题,即在移动对象时系统不稳定,因此跟踪过程无法很好地定义对象位置。另一方面,当对象移动时,系统无法沿对象移动的方向突然跟踪对象。系统将始终从第一个点或其原始位置寻找对象。本文采用PID控制来提高跟踪系统的稳定性,从跟踪误差可以看出结果比以前更加稳定。否则,为了再次寻找未检测到的物体,目的是使用线性回归方法,以更快地找到从相机视图中消失的运动物体的新位置。

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