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Research and Implementation of Robot Path Planning Based onVSLAM

机译:基于VSLAM的机器人路径规划的研究与实现

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In order to solve the problem of warehouse logistics robots planpath in different scenes, this paper proposes a method based on visual simultaneous localization and mapping (VSLAM) to build grid map of different scenes and use A* algorithm to plan path on the grid map. Firstly, we use VSLAMto reconstruct the environment in three-dimensionally. Secondly, based on the three-dimensional environment data, we calculate the accessibility of each grid to prepare occupied grid map (OGM) for terrain description. Rely on the terrain information, we use the A* algorithm to solve path planning problem. We also optimize the A* algorithm and improve algorithm efficiency. Lastly, we verify the effectiveness and reliability of the proposed method by simulation and experimental results.
机译:为了解决仓库物流机器人在不同场景下的路径规划问题,提出了一种基于视觉同时定位与地图绘制(VSLAM)的方法来构建不同场景的栅格地图,并使用A *算法在栅格地图上规划路径。首先,我们使用VSLAM三维地重建环境。其次,基于三维环境数据,我们计算每个栅格的可访问性,以准备用于地形描述的占用栅格地图(OGM)。依靠地形信息,我们使用A *算法来解决路径规划问题。我们还优化了A *算法并提高了算法效率。最后,通过仿真和实验结果验证了该方法的有效性和可靠性。

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