搜索资源列表
particle-filter-mcmc
- 该程序为基于粒子滤波的一种新算法,综合MCMC Bayesian Model Selection即MONTE CARLO马尔克夫链的算法,用来实现目标跟踪,多目标跟踪,及视频目标跟踪及定位等,解决非线性问题的能力比卡尔曼滤波,EKF,UKF好多了,是我珍藏的好东西,现拿出来与大家共享,舍不得孩子套不着狼,希望大家相互支持,共同促进.-the program based on particle filter for a new algorithm, Integrated Bayesian MCMC
Mobile__obots
- 机器人导航程序，其中包括粒子滤波，扩展卡尔曼滤波的实现代码。-robot navigation procedures, including the particle filter, extended Kalman Filter codes.
雷达数据预测
- 雷达数据预测，包括航迹仿真、卡尔曼滤波等 -radar data projections, including track simulation, Kalman filtering
EXTENDED_KALMAN_FILTER_example
- 扩展卡尔曼滤波源代码 希望能够对学习Kalman技术的朋友有所帮助
PFdemo
- 这是monte carlo粒子滤波的一个实例程序，对于学习卡尔曼滤波和粒子滤波都有很大帮助
卡尔曼滤波算法的改进方案
- I2C
kalmandlg
- 采用卡尔曼滤波进行背景建模再作差分的方法的车辆检测程序，用到了opencv库-Kalman filter for background modeling method further differential vehicle testing procedures, use the opencv library
PF-EKF
- 粒子滤波和扩展卡尔曼滤波的对比分析，matlab算法，欢迎交流-Particle filter and comparative analysis of the extended Kalman filter, matlab algorithm, welcomed the exchange of
DKF
- Direct Kalman Filtering Approach for GPS INS 新兴的直接卡尔曼滤波算法与用于组合导航，较传统的卡尔曼滤波有所突破和改进-Direct Kalman Filtering Approach for GPS INS
book
- Simon Haykin著关于卡尔曼滤波和神经网络的书籍-[Kalman Filtering and Neural Networks][Simon Haykin][PDF]
Kalman2
- 卡尔曼滤波的的算法，采用singer模型，可以应用于目标的跟踪，数据的平滑等多方面，算法效果较好-Kalman filter algorithm, using singer model, can be applied to target tracking, data smoothing and other aspects, algorithms, better-performing
nnukf
- 基于无迹卡尔曼滤波对MLP的神经网络的应用-using the UKF to training a MLP NN
equality_constraints_of_uncertain_systems_filterin
- 研究了一类离散不确定系统中存在等式约束时的最优滤波问题，在均方误差最小的意义下利用卡尔曼滤波给出了最优解。与传统的不确定滤波结果相比，从理论证明了利用更多信息的约束滤波的估计误差协方差的迹更小。-A class of discrete uncertain systems exist in the optimal filter when the equality constraint problem, the minimum mean square error in the sense of Ka
The_nonlinear_filtering_algorithm_performance_anal
- 对目前非线性滤波的主要算法即扩展卡尔曼滤波、不敏卡尔曼滤波、粒子滤波、扩展卡尔曼粒子滤波和不敏粒子滤波的滤波模型、适用条件、性能进行了分析比较，给出了每种方法的计算复杂度．通过一个非线性非高斯模型进行了仿真，验证了这些算法的性能。-Present the main algorithms of the nonlinear filtering extended Kalman filter, Unscented Kalman filter, particle filter, particle filt
RBFD
- 卡尔曼滤波RBF神经网络和PD复合控制RBF neural network and Kalman filter composite control PD-RBF neural network and Kalman filter composite control PD
kalman-tracking
- 卡尔曼滤波的一个视频跟踪程序，简单实用，希望能帮助大家-Kalman filter tracking of a video program, simple and practical, hoping to help people
dhjdifjj
- UKF算法及其在纯方位目标跟踪中的应用，改进 无迹卡尔曼滤波-UKF algorithm and its only target tracking application, unscented Kalman filter to improve
kalman-filter-and-neural-network
- 一些关于卡尔曼滤波与神经网络的方面的英文书籍-Some of Kalman filtering and neural networks in the English books
卡尔曼滤波MATLAB仿真
- 在MATLAB仿真软件中实现卡尔曼滤波器，包含一些示例与案例，可供需要卡尔曼滤波的下载( The Kalman Filter is an estimator for what is called the linear-quadratic problem, which is the problem of estimating the instantaneous "state".)
tick
- 采用卡尔曼滤波的方法对两只股票走势相近的股票进行预测，进行低买高卖的操作，从中获利。(Kalman filter method is used to predict two stocks with similar trend, and the operation of buying low and selling high is carried out to profit from it.)