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扩展的卡尔曼滤波matlab程序
- 扩展卡尔曼滤波的matlab实现
PF-EKF-WSN.rar
- 迭代扩展卡尔曼滤波，实现非线性滤波的功能，应用在无线传感器网络中,Iterative extended Kalman filter, nonlinear filter function implementation, applications in wireless sensor networks
EKF.RAR.rar
- 实现GPS+IMU扩展卡尔曼滤波组合导航，重力场和磁场推算姿态,Achieve the GPS+ IMU extended Kalman filter integrated navigation, gravity field and magnetic field profile projection
UKF
- 一种很好的非线性目标跟踪算法，克服了扩展卡尔曼滤波的缺点-A good nonlinear target tracking algorithms, to overcome the shortcomings of the extended Kalman filter
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.
integration_of_attitudes
- 利用三轴角速率型号和三轴加速度计信号结合扩展卡尔曼滤波实现三个姿态角度的融合-The use of three-axis angular velocity model and three-axis accelerometer signal extended Kalman filter combined with the realization of the integration of the three attitude angles
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)
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
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.)
TDOAAOA定位的扩展卡尔曼滤波定位算法
- TDOA_AOA扩展的卡尔曼滤波算法及详细代码(TDOA_AOA extended Calman filter algorithm and detailed code)
kf
- 该程序实现的是用标准卡尔曼和扩展卡尔曼滤波算法，对空中观测目标进行跟踪(The program is to use standard kalman and extended kalman filtering algorithm to track the air observation target)
ekf
- 该程序实现的是，利用无迹卡尔曼滤波和扩展卡尔曼滤波对空中目标进行跟踪。(The program is to use standard kalman and extended kalman filtering algorithm to track the air observation target)
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))
非线性卡尔曼滤波
- matlab 文件扩展卡尔曼滤波目标跟踪仿真(Matlab file EKF target tracking simulation)
ekf1
- 采用扩展卡尔曼滤波进行预测，有例子，预测效果良好。(Extended Kalman filter)
EKF-soc
- 基于扩展卡尔曼滤波的电池soc估计simulink模型，将模型计算得到的电池soc与扩展卡尔曼滤波得到的电池soc进行比较。(Based on the Simulink model of battery SOC estimation with extended Kalman filter, the battery SOC calculated by the model is compared with the battery SOC obtained by extended Kalman fil
QEKF1
- 加速度计、陀螺仪、磁力计的扩展卡尔曼滤波融合程序，里面附有数据，可直接运行。(Accelerometer, gyroscope, magnetometer extended kalman filter fusion program, with data, can be directly run.)
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)
卡尔曼滤波及扩展
- 描述一个卡尔曼滤波问题需要两个模型，一个是描述系统的状态方程，一个是观测方程，观测量通过观测方程与状态变量建立联系，由观测量估计状态值。与其他频域滤波器不同，卡尔曼滤波器不需要观测和估计的历史记录，可以直接在时域进行设计和使用，是一个时域滤波器，适用于处理实时数据。 对于一个运动模型，建立卡尔曼滤波模型，进行仿真，设已知初始时刻运动目标的真实位置和速度，并已知卡尔曼滤波使用的初始状态值，对该问题给出仿真；进一步分析该问题的稳态卡尔曼解，直接使用稳态卡尔曼滤波（滤波器）仿真该问题。
example3_7 粒子滤波与扩展卡尔曼滤波对比
- 用于进行粒子滤波和联合卡尔曼滤波进行对比(For particle filter and federated Kalman filter comparison)