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UKFvsEKF
- 扩展卡尔曼滤波与无迹卡尔曼滤波的跟踪滤波性能的比较-Extended Kalman filter and unscented Kalman filter tracking filter performance comparison
singletracking
- 在VC++平台上实现的非线性滤波算法，包括卡尔曼滤波，扩展卡尔曼滤波和无迹卡尔曼滤波。-In VC++ platform to achieve the nonlinear filtering algorithms, including Kalman filtering, extended Kalman filter and unscented Kalman filter.
single
- 用MATLAB编写的单目标跟踪算法程序，采用了递归式算法，包括极大似然然估计，卡尔曼滤波，扩展卡尔曼滤波和无迹卡尔曼滤波，带有注释，易于理解。-Written with the MATLAB program single-target tracking algorithm, using recursive algorithms, including maximum likelihood estimation, Kalman filter
ekf_ukf_maukf
- 主要对扩展卡尔曼滤波（EKF）、无迹卡尔曼滤波（UKF）及改进无迹卡尔曼滤波（MAUKF）算法进行研究，研究了三种算法的基本原理和各自的特点。其中扩展卡尔曼滤波器是将卡尔曼滤波器局部线性化，其算法简单，计算量小，适用于弱非线性、高斯环境。无迹卡尔曼滤波器是用一系列确定样本来逼近状态的后验概率密度。改进无迹卡尔曼滤波算法在UKF的基础上引入衰减因子。-The thesis focuses on the extended Kalman fi
SOC estimation
- 基于改进Sage-H璐a的自适应无迹卡尔曼滤波 的锂离子电池SOC估计(Adaptive unscented Calman filtering based on improved Sage-H Lu a SOC estimation of lithium ion batteries)
UKFfilter
- 无迹卡尔曼滤波算法 MATLAB M文件编写(Unscented Kalman Filter-MATLAB code)
SRUKF
- 无迹卡尔曼滤波算法仿真，已经可以正常出图形结果。(Unscented Kalman Filter algorithm simulation, has been able to normal graphics results.)
YunjiasuUKF
- 描述一个匀加速的非线性系统，采用无迹卡尔曼滤波来进行数据处理。(A uniformly accelerated nonlinear system is described, and the unscented Calman filter is used to process the data.)
无迹卡尔曼
- 该程序为无迹卡尔曼滤波在Matlab中的可实现程序包(Untraced Calman filter Matlab package)
KF_COMPARE_CODE
- 两种滤波方法的跟踪精度比较：即扩展卡尔曼滤波和无迹卡尔曼滤波的比较（EKF 与UKF）(Comparing the tracking accuracy of the two filtering methods: the comparison between the extended Calman filter and the untracked Calman filter (EKF and UKF))
实现无迹卡尔曼滤波功能。并与传统卡尔曼滤波比较
- 实现无迹卡尔曼滤波功能。并与传统卡尔曼滤波比较(The function of non - trace Calman filter is realized. And compared with the traditional Calman filter)
无迹卡尔曼滤波程序
- 目标定位算法的程序，无迹卡尔曼滤波程序代码(Program of target location algorithm)
卡尔曼滤波
- 提供了一个扩展卡尔曼滤波源程序，无迹卡尔曼滤波源程序，交互式模型卡尔曼滤波源程序，扩展卡尔曼滤波及无迹卡尔曼滤波对比源程序及一个扩展卡尔曼滤波的目标跟踪算法源程序。(An extended kalman filter source program, no trace kalman filter source program, interactive model kalman filter source program, extended
卡尔曼滤波参数辨识kf13
- 卡尔曼滤波参数估计，基于无迹卡尔曼滤波算法，对状态变量进行参数估计(Calman filter parameter estimation is based on the unscented Calman filter algorithm for parameter estimation of state variables.)
《卡尔曼滤波原理及应用-MATLAB仿真》程序.part04
- 非线性系统目标跟踪及无迹卡尔曼滤波算法原理及应用(Target Tracking for Nonlinear Systems)
CKF_UKF
- 容积卡尔曼滤波算法，无迹卡尔曼滤波算法, 容积-无迹卡尔曼(CKF filter algorithm,UKF filter algorithm)
SRUKF
- 利用无迹卡尔曼滤波的平方根形式做的一个简单例子(A sample case of using SRUKF to find the true value)
平方根无迹卡尔曼滤波
- 一种非线性卡尔曼滤波算法，相对于扩展卡尔曼滤波，具有更好的非线性估计精度(A nonlinear Kalman filter algorithm which has better nonlinear estimation accuracy than the extended Kalman filter)
无迹卡尔曼滤波
- 采用无迹卡尔曼滤波跟踪飞机飞行轨迹，文件中提供数据和MATLAB程序(Tracking the flight path of the aircraft with unscented Kalman filter, data and matlab program are provided in the document)
《卡尔曼滤波原理及应用-MATLAB仿真》程序
- 卡尔曼滤波相关代码，内含线性卡尔曼，扩展卡尔曼，无迹卡尔曼，交互多模型卡尔曼的代码(Kalman filter related code, including linear Kalman, extended Kalman, unscented Kalman, interactive multi model Kalman code)