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EKF
- 扩展卡尔曼滤波，非线性EKF的仿真与用法。描述了两个非线性方程x=0.5 x + (25 * x / (1 + x^2)) + 8 * cos(1.2*(t-1)) y = (x^2 / 20)的EKF的用法。简单实用，有备注。对于卡尔曼滤波初学者很有用。-Extended Kalman filter, nonlinear EKF simulation and usage. Describes two nonlinear equations x = 0.5 x+ (25* x/(1+ x ^ 2
ExtendedKalmanFilter
- 扩展卡尔曼滤波，预测目标无人机实时位置信息，掌握飞行动态-Extended Kalman filtering, real-time location information to predict a target drone, flight dynamics control
kalman
- 利用扩展卡尔曼滤波算法，跟踪平面运动目标-Using the extended Kalman filter algorithm to track moving targets plane
EKF
- 基于四轴飞行器姿态信息融合的扩展卡尔曼滤波算法，包括EKF的所有c++程序库-Based on Extended Kalman Filter axis spacecraft attitude information fusion, including EKF all c++ libraries
EKF
- 扩展卡尔曼滤波程序，实现对系统滤波的功能，需自行添加系统方程程序-extended Kalman filter
ukf_ekf_compair_example
- 扩展卡尔曼滤波和无迹卡尔曼滤波算法的性能比较，采用matlab实现-ukf ekf compare
ekf
- 用扩展卡尔曼滤波法估计新能源车动力锂电池剩余电量-ekf for SOC
EKF_PF
- 扩展卡尔曼滤波 用于信号处理 处理噪声信息-Extended Kalman Filter
EKF_Filter
- 基于扩展卡尔曼滤波的matlab导航仿真-Based on Extended Kalman Filter navigation simulation matlab
Neural-Network-training
- 一个用扩展卡尔曼滤波算法训练的神经网络matlab程序，值得学习-An extension of the Calman filtering algorithm neural network matlab program, it is worth learning
Improved-kalman-filtering-algorithm
- 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。-Improved Kalman filtering algorithm
EKFforObjectTracking_Simulink
- 本教程介绍了如何实现Simulink中扩展卡尔曼滤波的例子。如果你不熟悉的Simulink然后看看在这里的一些通用的Simulink教程讨论如何构建和执行简单的模型。如果你不熟悉卡尔曼滤波器或扩展卡尔曼滤波背后的数学，然后查看链接教程-This tutorial presents an example of how to implement an Extended Kalman filter in Simulink. If you are unfamiliar with Simulink the
const_velocity2D
- 这是检测、估计和调制理论一书（卷I。孙进平等译），书上例9.21二维跟踪问题的卡尔曼滤波器的程序，同时使用了扩展卡尔曼滤波的理论-the book is <Detection,Estimation and Modulation Theory,Part I>Harry L.etc. the 9.21 ,2D tracking ,karlman filter,and extent karlman filter
postionatracking
- kalman目标估计与跟踪控制代码,涉及matlab下kalman，无忌卡尔曼以及扩展卡尔曼滤波估计与跟踪控制-kalman estimation and target tracking control code, involving matlab kalman, loudly Kalman and extended Kalman filter estimation and tracking control
EKF_kalman
- 利用扩展卡尔曼滤波算法，跟踪飞行器的位置和速度-Using the extended Kalman filter algorithm, tracking the location and speed of the aircraft
SOC
- 扩展卡尔曼滤波估算电池的SoC,电池采用戴维宁模型，并与安时积分法进行了比较，误差不超过5 ，结果可靠-The extended Calman filter to estimate the battery SoC and battery using Thevenin model, and compared with the current time integral method, the error is less than 5 , the result is reliable
GPS-INS11
- 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
kalman
- 卡尔曼滤波,采用扩展卡尔曼滤波算法进行数据处理与分析-kalman filter for data processing
sfekf
- 扩展卡尔曼滤波与渐消卡尔曼滤波的应用与对比-the comparison of fading kalman filter and extended kalman filter
utlimate_ekf
- 多旋翼无人机使用扩展卡尔曼滤波的姿态解算算法仿真代码-Unmanned aerial vehicle (uav) attitude algorithm of extended kalman filtering algorithm simulation cod