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基于卡尔曼滤波的机器人轨迹跟踪程序
- 基于卡尔曼滤波实现对轨迹点的跟踪和位置点的预报，以此实现轨迹跟踪。matlab
ukf
- 本程序为扩展卡尔曼滤波,可对非线性情况进行处理(this program is Unscented kalman filter)
EKF4
- 采用拓展卡尔曼滤波的方法，对电动汽车SOC进行实时估计。(The extended Calman filter is used to estimate the SOC of electric vehicle in real time.)
EKF
- 应用于三自由度车辆模型的扩展卡尔曼滤波程序(Extended Kalman Filter controllrt for Three degree of freedom vehicle model)
pfkf
- 粒子滤波卡尔曼滤波定位方法比较,比较简单直白，通俗易懂的(Try to use particle filter (PF) pf kf matlab)
Kalman Filter_Basic
- 卡尔曼滤波程序，可以进行卡尔曼滤波，希望有所帮助(Kalman filtering procedures, Kalman filtering can be carried out in the hope that some help)
UKFfilter
- 无迹卡尔曼滤波算法 MATLAB M文件编写(Unscented Kalman Filter-MATLAB code)
Kalman_Matlab
- 卡尔曼滤波函数中文说明，介绍Matlab中卡尔曼函数工具箱的使用方法，及卡尔曼函数自己编写的方法实例(Calman filter function Chinese explanation for Matlab)
GPS4
- 针对GPS观测的数据进行卡尔曼滤波平滑处理，提高了解算的精度并绘制出三个方向的滑动示意图(According to the data of GPS observation, the Calman filter is processed to improve the precision of calculation, and the sliding diagram of three directions is plotted)
EKF
- 卡尔曼滤波实验matlab程序。1用扩展卡尔曼滤波技术对上述系统的状态进行估计， 2.上机实现，给出目标位置与速度的真实轨迹和估计轨迹； 对滤波器的估计性能进行分析，(Calman filter experiment matlab program.1. the extended Calman filter is used to estimate the state of the system, and the experimental procedure and program desig
kalman
- 使用卡尔曼滤波方法计算房间温度，是一个很好的初学卡尔曼的算法案例(calaulate the temperature)
Kalman坐标系转换
- 卡尔曼滤波，由笛卡尔坐标到极坐标的转换，并给出测量噪声的相关矩阵R的公式，MATLAB即可实现。（坐标系转化的推导文档）(Kalman filter, from Descartes coordinates to polar coordinates conversion, and gives the correlation matrix of measurement noise R formula, MATLAB can be achieved. (derivation document of c
kf1
- 一个卡尔曼滤波的小例程,含有word文档介绍(a kalman filter example with WORD instruction)
kf2
- 一个结合经典的弹簧阻尼系统与卡尔曼滤波的例程,含有word报告说明(Example for a classical Spring+Damp system combined with kalman filter. WORD report appended)
EKFyongcidianji
- 卡尔曼滤波电机模型，适用于永磁同步电机，很实用 ，欢迎交流(Calman filter motor model, suitable for permanent magnet synchronous motor, very practical, welcome to exchange)
ukf_for_track_6_div_system3
- 卡尔曼滤波 MATLAB 实现，6维压力传感器滤波(Implementation of Kalman Filtering)
enkf-matlab
- 简明全面地实现了集合卡尔曼滤波资料同化的方法，缺乏主程序，需要自己调试，英文注释。(The method of data assimilation for ensemble Calman filtering is simple and comprehensive. It lacks the main program and needs to debug itself.)
EKF_for_one_Div_UnLine_System
- MATLAB实现扩展卡尔曼滤波,以最精简的语言，以及说明kalman的实现，快捷有效。(realize the kalman in a rapid way . explain it clearly.)
Calman filtering algorithm.zip
- matlab函数实现不敏卡尔曼滤波算法，用于状态估计(The matlab function implements the unscented Calman filtering algorithm for state estimation)
Kalman Filtering
- 卡尔曼滤波实验代码以及实际用在电位器上的情况(Kalman filter experimental code, as well as the actual use of potentiometers)