Search - kalman moving object

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[matlab] kalman 滤波器的实现与应用 DL : 0: 利用kalman滤波器对具有随机加速度的物体运动路线的进行信号采样，滤波处理和估计。-use kalman filter to sample signals of object moving route with random acceleration,filter and estimate
Date : 2025-12-26 Size : 14kb User :
[matlab] ExtendedKalmanFilter DL : 0: Extended Kalman Filter Tracking Object in 3-D-Assume that we want to track an object moving in 3-D space with constant velocity. Our instruments observe bearing, range and high(cylindrical coordinates). However, of an interest are rectangular coordinates. Since transformation is non-linear this requires use of extended Kalman filter. Because transformation is non-linear between X,Y and Range,Bearing and linear between Z and high(Z is height), this problems serves as a good comparason of how well extended Kalman filter can perform. By comparing its linear estimation error in Z to non-linear estimations in X and Y, we can judge how non-familiarities effect estimation.
Date : 2025-12-26 Size : 3kb User : 刘建国
[matlab] zuoye1 DL : 0: 假设一物体围绕一圆周运动，角加速度是白噪声，观测噪声也是零均值的白噪声；编程使用卡尔曼滤波器实现运动物体的跟踪。-Suppose an object around a circular motion, the angular acceleration is white noise, observation noise is zero mean white noise programming using a Kalman filter implementation to track moving objects.
Date : 2025-12-26 Size : 1kb User : 朱晓倩