Description: 使用Extended Kalman Filter进行SLAM的新版本代码，主要用于机器人定位和地图自动绘制。-The New Version of SLAM code using Extended Kalman Filter, used in the field of robot localization and map building Platform: |
Size: 25600 |
Author:张留 |
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Description: 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。-The Matlab code for SLAM using Unscented Kalman Filter, mainly used for robot localization and map building Platform: |
Size: 10240 |
Author:张留 |
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Description: 实现了1D,2D,3D空间自由度下的运动参数的扩展Kalman滤波算法，文章2008 IROS Visual SLAM for 3D Large-Scale Seabed Acquisition Employing Underwater Vehicles的具体实现。-a novel technique to align
partial 3D reconstructions of the seabed acquired by a stereo
camera mounted on an autonomous underwater vehicle. Vehicle
localization and seabed mapping is performed simultaneously
by means of an Extended Kalman Filter. Passive landmarks
are detected on the images and characterized considering 2D
and 3D features. Landmarks are re-observed while the robot
is navigating and data association becomes easier but robust.
Once the survey is completed, vehicle trajectory is smoothed by
a Rauch-Tung-Striebel filter obtaining an even better alignment
of the 3D views and yet a large-scale acquisition of the seabed. Platform: |
Size: 274432 |
Author:Li Yanli |
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Description: We are researching robot localization techniques which fuse dead reckoning measurements with range measurements from stationary radio beacons in the robot s environment.
This site provides Matlab code for three algorithms explored thus far -- an Extended Kalman Filter, a Particle Filter, and a Sliding Batch method -- as well as .mat files containing data collected from a robot driving and receiving range measurements over different paths. Two such data sets are provided.
Platform: |
Size: 7168 |
Author:niloofar |
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Description: 对室内的行人定位跟踪算法进行研究：包括基于RSS的KNN室内定位算法、基于RSS的卡尔曼滤波算法、融合RSS和DR的粒子滤波算法
等。-indoor pedestrian position tracking algorithm is studied, such as the KNN localization algorithm based on the RSS, the kalman filter algorithe based on the RSSthe particle filter algorithm which is fusion of RSS DR and Map information. Platform: |
Size: 5120 |
Author:yang |
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Description: 概率机器人基于卡尔曼滤波器实现实时定位和地图创建（SLAM）的算法，用matlab编写，涵盖了机器人二维场景。-The simultaneous localization and mapping algorithm based on the Kalman filter. Robot work enviroment is 2D. Platform: |
Size: 3072 |
Author:安娟 |
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Description: [Matlab] 模拟无人机定位目标。这里无人机按sin曲线运行，运用EKF,UKF,PF方法进行滤波，对随机目标进行定位并展示定位过程。-[MATLAB] Simulation of Localization by UAV. It uses Extended Kalman Filter, Unscented Kalman Filter and Particle Filter to find the localization of target. Platform: |
Size: 87040 |
Author:Siqi |
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Description: 一个gps和ins组合导航的matlab程序-kalman-localization
Implementation of localization using sensor fusion of GPS/INS/compass through an error-state Kalman filter.
The MATLAB code borrows heavily Paul D. Groves book, Principles of GNSS, Inertial, and Multisensor Integrated Navigation Systems, his MATLAB code is marked as his, and is held under the BSD license.
This code is very much a work-in-progress as I transition a MATLAB implementation to C++. Until the code is in a stable state, I will make changes based on my own needs, with complete disregard for backwards compatibility. If you liked it, then you shoulda used a fork on github. Following the initial development, I may make it more portable. Platform: |
Size: 26624 |
Author:geng |
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Description: matlab code for Extended Kalman filter. It is an online course for robot localization and mapping Platform: |
Size: 120832 |
Author:enigma |
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Search - kalman filter matlab localization