Description: A method is presented for augmenting an extended
Kalman filter with an adaptive element. The resulting estimator
provides robustness to parameter uncertainty and unmodeled
dynamics.-A method is presented for augmenting an ext Kalman ended with an adaptive filter element. T he resulting estimator provides robustness to parameter uncertainty and unmodeled dynamics . Platform: |
Size: 338944 |
Author:rifer |
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Description: 该程序为基于粒子滤波的一种新算法,综合MCMC Bayesian Model Selection即MONTE CARLO马尔克夫链的算法,用来实现目标跟踪,多目标跟踪,及视频目标跟踪及定位等,解决非线性问题的能力比卡尔曼滤波,EKF,UKF好多了,是我珍藏的好东西,现拿出来与大家共享,舍不得孩子套不着狼,希望大家相互支持,共同促进.-the program based on particle filter for a new algorithm, Integrated Bayesian MCMC Model Selection MONTE CARLO that Ma Erkefu chain algorithm, which can be used for target tracking, multi-target tracking, and video tracking and positioning. solve nonlinear problems of capacity than Kalman filtering, EKF, UKF much better, and I treasure the good stuff, now up with the share could not bear children, she sets the wolf, we hope that support each other and work together to promote. Platform: |
Size: 14336 |
Author:zhang |
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Description: 根据二维空间内目标作匀速直线运动和匀速圆周运动的特点,在建立目标运动模型和观测模型的基础上采用基于交互多模算法(IMM)的卡尔曼滤波器对机动目标进行跟踪。仿真结果表明,该算法不仅能够对匀速直线运动和匀速圆周运动的目标进行跟踪,而且在运动模型发生变化时,滤波误差也比较小。
关键词:卡尔曼滤波器;目标跟踪;机动;交互多模(IMM)
-two-dimensional space under target for uniform linear motion and uniform circular motion characteristics, the establishment of the target model and observations on the basis of the model based on interactive multi-algorithm (IMM) Kalman Filter right track moving targets. Simulation results show that the method can not only on uniform linear movement and the uniform circular motion of the target tracking, and the campaign model change, the filter error is relatively small. Keywords : Kalman filter; Target tracking; Mobility; Interactive multi-mode (IMM) Platform: |
Size: 60416 |
Author:zhangyun |
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Description: 目标跟踪的扩展卡尔曼滤波算法主函数的文件是:kal_demo.m
近似网格滤波的主函数文件是:bayes_demo.m
近似网格滤波划分网格的方法是:以目标上一个时刻的位置作为中心进行网格的划分,每个网格大小为1,总的区域为5*5
改进后算法的主函数文件是:trackiing_demo.m-Target tracking extended Kalman filter algorithm is the main function of the document: kal_demo.m approximate mesh filter paper is the main function: bayes_demo.m approximate mesh filter into the grid method is: in order to target the location of a moment as the central to carry out the division of the grid, each grid size of 1, with a total area of 5* 5 to improve the algorithm Platform: |
Size: 138240 |
Author:Lin |
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Description: 目标跟踪,程序利用卡尔曼滤波器实现了对机动目标的跟踪。效果较好的运动模型。
-Target tracking, procedures realize the use of Kalman filter for maneuvering target tracking. Better model of the movement. Platform: |
Size: 7168 |
Author:zzw19831114 |
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Description: 优于Kalman滤波的粒子滤波在目标跟踪中的应用,幻灯片-Kalman filtering is superior to the particle filter in the target tracking application, slide Platform: |
Size: 431104 |
Author:zhao xiaowei |
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Description: 使用MATLAB编程实现KALMAN滤波算法实现,用于对目标的状态进行跟踪,可以显示跟踪的准确度和实时性-Using MATLAB programming Kalman filter algorithm for the state of target tracking, tracking can show the accuracy and real-time Platform: |
Size: 14336 |
Author:maggie |
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Description: 卡尔曼滤波是现代数字信号处理经典算法,本程序应用matlab语言实现利用卡尔曼滤波器跟踪机动目标。-Kalman filtering is a classic of modern digital signal processing algorithms, the application of this procedure using matlab language maneuvering target tracking Kalman filter. Platform: |
Size: 3072 |
Author:mengxiao |
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Description: target tracking algorithms using kalmanfilter
compute the background image->Kalman filter initialization->loop over all images Platform: |
Size: 799744 |
Author:Do-Myung Kim |
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Description: 基于OpenCV的Kalman滤波算法。利用Kalman滤波算法实现目标跟踪,本例中具体跟踪对象为随机产生的圆的轨迹,预测轨迹中下一点的位置,标记出来并给出相应的运动轨迹。-The Kalman filtering algorithm based on OpenCV. The use of Kalman filter algorithm for target tracking, in this case specifically track the object is randomly generated circle track, forecast track of the location of the next point, mark out and give the corresponding trajectory. Platform: |
Size: 1357824 |
Author:苏芮 |
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Description: 程序可以实现三维目标的跟踪监控,利用的是扩展卡尔曼滤波器EKF算法-Program can achieve the three-dimensional target tracking control, the use of the extended Kalman filter EKF algorithm Platform: |
Size: 1024 |
Author:张肖 |
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Description: 目标跟踪系统的仿真模拟程序,用C语言实现了常用目标跟踪算法kalman滤波,并使用OpenGL模拟了多种机动目标运动模型,完成了雷达跟踪仿真的图形化显示-Target tracking system simulation program, using C language to achieve a common target tracking kalman filter, and uses OpenGL to simulate a variety of maneuvering target model, the simulation of radar tracking graphical display Platform: |
Size: 3871744 |
Author:jpj |
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Description: 基于卡尔曼滤波器原理,可实现视频序列中目标的运动跟踪-Kalman filter based on principle, can achieve the target video sequence motion tracking Platform: |
Size: 4096 |
Author:xiaoxiongaa |
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Description: Kalman滤波实现目标跟踪,经过测试,能够精确跟踪视频中的小球-Kalman filter for target tracking, tested, able to accurately track the ball in the video Platform: |
Size: 432128 |
Author:lap |
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