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anolinerfilter
- 粒子滤波算法受到许多领域的研究人员的重视，该算法的主要思想是使用一个带有权值的粒子集合来表示系统的后验概率密度。在扩展卡尔曼滤波和Unscented卡尔曼滤波算法的基础上，本文提出一种新型粒子滤波算法。首先用Unscented卡尔曼滤波器产生系统的状态估计，然后用扩展卡尔曼滤波器重复这一过程并产生系统在k时刻的最终状态估计。在实验中，针对非线性程度不同的两种系统，分别采用五种粒子滤波算法进行实验。结果证明，本文所提出算法的各方面性能都明显优于其他四种粒子滤波算法。
upf
- the unscented particle filter,文章内容详尽，对学习particle filter很有帮助，在移动机器人中有着广泛的应用
MCMC_Unscented_Particle_Filter_demo
- The algorithms are coded in a way that makes it trivial to apply them to other problems. Several generic routines for resampling are provided. The derivation and details are presented in: Rudolph van der Merwe, Arnaud Doucet, Nando de Freitas and Eri
exemple.ps
- matlab，非线性卡尔曼滤波（ukf unscented kalman filtering），
UnscentedKalmanfilteringforrelativeattitudeandposi
- Unscented kalman filter 不敏(无损传输)卡尔曼滤波的博士论文，希望对大家有用
01628644
- Comparison of two IMM tracking and classifier architectures based on Extended and Unscented Kalman Filter with CRLB
upf_demos
- 详细的unscented particle filter 程序
ekfukf_1_2
- kalman滤波，扩展的kalman滤波（EKF），unscented Kalman filter（UKF），基于EKF和UKF混合模型的IMM实现，以及配套的Rauch-Tung-Striebel和two-filter平滑工具，一个很好用的框架
upf_demos
- ％ PURPOSE : Demonstrate the differences between the following filters on the same problem: ％ ％ 1) Extended Kalman Filter (EKF) ％ 2) Unscented Kalman Filter (UKF) ％ 3) Particle Filter (PF) ％ 4) PF with EKF proposal (PFEKF) ％ 5) PF with UK
HybridUKF
- 利用Kalman filter和Unscented filter对坠落物进行估测,证明后者算法优于前者
UKF.rar
- 介绍了UKF算法及其仿真，希望对大家能够有所帮助。,introduce the unscented kalman filtering
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.
Bayes++
- BAYESIAN FILTERING: including KF, EKF, Unscented EKF, Particle Filter & etc
zrlunscentedkf
- 实现无迹卡尔曼滤波功能。并与传统卡尔曼滤波比较。-Unscented Kalman filter to achieve function. And compared with the traditional Kalman filter.
wavelet
- 实现一维小波变换文中详细介绍了函数优化（有无约束均可）、组合优化算法的原理和源程序，算法效率极高，欢迎下载。附件有更多的遗传算法算例，共研究算法用。 -realize wavelet transmit utilities for Kalman filtering, unscented filtering, particle filtering, and miscillaneous other things. This code is stable and fast.
bbnnekf
- neural network trained with unscented kalman filter
general_ukf
- 通用的unscented 卡尔曼滤波器是现在应用最广泛的非线性卡尔曼滤波器 又叫做sp 卡尔曼滤波器-general unscented kalman filter
AFuzzyAdaptiveTrackingAlgorithmBasedonCurrentStati
- 基于“当前”统计模型的模糊自适应跟踪算法 我存的一篇论文，拿来与大家共享-Current statistical model needs to pre-define the value of maximum accelerations of maneuvering targets.So it may be difficult to meet all maneuvering conditions.The Fuzzy inference combined with Current stati
ukf1
- 一篇来自IEEE的文章，关于无迹卡尔曼滤波算法在水下机器人上的应用-Adaptive unscented Kalman filter for deep-sea tracked vehicle localization
Untitled
- Unscented Klaman filter for estimation of frequency of simple sinusoid