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本程序是用matlab开发的扩展Kalman Filter-this procedure is used Matlab development of the extended Kalman Filter
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文件包含有5项内容：
一、扩展卡尔曼滤波EKF
二、去偏转换卡尔曼滤波CMKF
三、最小二乘拟和的方法
四、最小二乘、EKF、CMKF的比较
五、野值剔除算法
用MATLAB实现了这些具体算法和要求
-document contains five elements : an extended Kalman Filter EKF two, Partial conversion to CMKF three Kalman filtering, and the least s
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An implementation of Unscented Kalman Filter for nonlinear state estimation.-Nonlinear state estimation is a challenge problem. The well-known Kalman Filter is only suitable for linear systems. The Extended Kalman Filter (EKF) has become a standarded
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扩展卡尔曼滤波例程，data为数据，EKF是处理数据的函数-Extended Kalman filter routine, data for the data, EKF is a function of processing data
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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 filter (EKF), unscented Kalman f
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扩展卡尔曼滤波程序，经过MATLAB测试过，万全好用。-Extended Kalman filter procedure, after MATLAB tested, foolproof to use.
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TDOA/AOA定位的扩展卡尔曼滤波定位算法Matlab源码-TDOA/AOA positioning of the extended Kalman filter localization algorithm Matlab source code
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matlab中实现卡尔曼滤波和扩展卡尔曼滤波（EKF）的程序-matlab programes for Kalman filter and extended Kalman filter
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this program describes the extended kalman filter
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非常好的扩展kalman 滤波的Matlab学习程序,特点是简单,能够设置输入参数,直观理解算法原理。-Matlab extended kalman filter learning algorithm, which is characterized by simple, to set the input parameters, intuitive understanding algorithm.
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Extended kalman filter for Van der Pol system
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扩展卡尔曼滤波(EKF)算法的matlab程序，包括UKF，PF性能的比较，滤波方差的比较-Extended Kalman filter (EKF) algorithm matlab procedures, including UKF, PF performance comparison, filtering variance comparison
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Neural network training with Extended Kalman filter for nonlinear dynamic systems
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Extended Kalman Filter for nonlinear dynamic systems
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用扩展卡尔曼滤波器跟踪一个平面滤波目标，功能齐全，可直接运行(An extended Kalman filter is used to track a planar filtering target)
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extended kalman filter for SOC estimation
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扩展卡尔曼滤波器在火箭跟踪中的应用实例，目标跟踪程序(Application of Extended Kalman Filter in Rocket Tracking)
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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
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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.)
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扩展卡尔曼滤波可通过将非线性系统在其参考点处作泰勒级数展开，取其一阶线性部分作为该非线性模型的逼近，从而得到非线性系统在当前时刻的线性化描述。(Extended Kalman filter (EKF) can get the linearized descr iption of the nonlinear system at the current time by expanding the nonlinear system with Taylor series at its reference
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