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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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BFGS
BFGS算法代码 BFGSMethod Matlab语言(BFGS algorithm BFGSMethod Matlab language code)
- 2008-06-13 13:01:54下载
- 积分:1
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node
结构动力分析计算节点垂直方向的动力响应matlab程序(Dynamic Analysis of compute nodes vertical dynamic response matlab program)
- 2013-10-11 20:36:55下载
- 积分:1
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watermark
LSB图像水印的MATLAB实现,欢迎大家下载
(LSB watermark)
- 2010-06-14 14:54:25下载
- 积分:1
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FICA
FAST ICA使用方法和程序,用于ICA识别玉米种子图像!(FAST the ICA using the methods and procedures for the image of the ICA to identify maize seeds)
- 2012-05-26 10:02:39下载
- 积分:1
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wind1
wind platform based simulation
- 2013-04-03 14:04:56下载
- 积分:1
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倒立摆-LQR
关于一级倒立摆LQR+PID控制。包含源程序,simulink仿真模型等(On the inverted pendulum LQR+PID control. Including source program, Simulink simulation model, etc.)
- 2018-05-14 09:55:12下载
- 积分:1
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PQ_Control
基于恒功率控制的并网逆变器MATLAB仿真(MATLAB simulation of grid connected inverter based on constant power control)
- 2020-12-29 16:29:01下载
- 积分:1
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Wireless_Communication
WIRELESS COMMUNICATIONS
Professor Andrea Goldsmith(Professor Andrea Goldsmith)
- 2014-09-15 21:27:04下载
- 积分:1
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anglecalculate
计算两个晶体方向之间的夹角,并画图,适合初学者(Calculate the angle between two crystallographic directions, and drawing for beginners)
- 2012-11-27 23:29:57下载
- 积分:1