Unscented Kalman Filter进行SLAM我要分享

Slam by unscented Kalman filter

ukf-自动 ekf-slam-matlab EKF 机器人定位 unscented-kalman

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文件大小: 11K

代码分类: 一般算法

开发平台: matlab

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代码描述

中文说明:使用Unscented Kalman Filter进行SLAM,主要用于机器人定位和地图自动绘制,UKF的效果要优于EKF,当然计算量也大些。


English Description:

Using unscented Kalman filter for slam is mainly used for robot positioning and map automatic drawing. The effect of UKF is better than that of EKF, of course, the amount of calculation is also larger.


代码预览

add_control_noise.m

add_observation_noise.m

augment.m

compute_steering.m

configfile.m

data_associate_known.m

example_smallmap.mat

example_webmap.mat

get_observations.m

observe_heading.m

observe_model.m

predict.m

readme.txt

sqrtm_2by2.m

ukfslam_sim.m

update.m

vehicle_model.m