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: 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: [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: 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 - extended kalman filter matlab localization