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ukf
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 formulation for nonlinear state estimation. However, it may cause significant error for highly nonlinear systems because of the propagation of uncertainty through the nonlinear system.
The Unscented Kalman Filter (UKF) is a novel development in the field. The idea is to produce several sampling points (Sigma points) around the current state estimate based on its covariance. Then, propagating these points through the nonlinear map to get more accurate estimation of the mean and covariance of the mapping results. In this way, it avoids the need to calculate the Jacobian, hence incurs only the similar computation load as the EKF.
For tutorial purpose, this code implements a simplified version of UKF formulation, where we assume both the process and measurement noises are additive to avoid augment of state and a)
- 2010-12-14 16:39:43下载
- 积分:1
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yuyinwavelet
说明: 利用小波方法对语音信号进行去噪,取得了很好的效果。(using wavelet method of voice signal denoising, and achieved very good results.)
- 2006-04-12 15:12:05下载
- 积分:1
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mont-carlo-tsp
tsp with mont carlo algorithm
- 2011-05-01 14:23:01下载
- 积分:1
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XYNTServiceProject
good code good code good code good code good code good code good code good code good code (good code good code good code good code good code good code good code good code good code)
- 2007-11-23 01:36:05下载
- 积分:1
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chenggong
永磁同步电机的直接转矩控制(仅仅适用于学习的初步阶段)(Direct Torque Control of Permanent Magnet Synchrous Control using zero vector(Created by Gao yaoyao coming from North China Electric Power University))
- 2010-01-05 21:25:46下载
- 积分:1
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uh227
ML法能够很好的估计信号的信噪比,各种资源分配算法实现,验证可用。( ML estimation method can be a good signal to noise ratio, Various resource allocation algorithm, Verification is available.)
- 2021-04-17 17:08:52下载
- 积分:1
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ccir
基于matlab的ccir传播模型的路径损耗的仿真的程序,此程序可以在matlab上清晰的看见仿真的图形。(Based on the matlab ccir propagation models of path loss of simulation program, the program can clear to see in matlab simulation graphics.)
- 2010-12-26 15:01:56下载
- 积分:1
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CA
说明: C/A Code Generator. Generator 32 PRNs C/A Code.
- 2010-01-19 04:03:51下载
- 积分:1
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Model
在matlab环境中模拟单管燃油加热的管壁及油温的变化,分为在高温下考虑裂解和不考虑裂解俩种情况(In the matlab environment simulation single pipe fuel heating tube wall and the change of the oil temperature, divided into under high temperature to consider cracking and not consider cracking two kinds of cases)
- 2012-05-07 16:23:31下载
- 积分:1
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preprocessing-methods
一阶导数、二阶导数,矢量归一化(SNV),多元散射校正(MSC),数据中心化,直接信号校正,平滑处理六种光谱数据预处理的方法(A first derivative, second derivative, vector normalization (SNV), multiplicative scatter correction (MSC), the data center of the direct signal correction, smoothing six kinds of spectral data preprocessing methods)
- 2021-04-08 08:39:01下载
- 积分:1