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Navigation for Indoor Mobile Robot Based on Wireless Sensor Network

机译:基于无线传感器网络的室内移动机器人导航

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A practical system is proposed to solve the navigation problem for indoor mobile robot based on wireless sensor network (WSN). The discrete data acquired by WSN is processed to form a three-dimensional global topographic map, which is then converted into a 0-1 grid map through binarization. The grids where obstacles locate are expanded according to specific criteria to construct the robot route network. Then, the route-network-grid map is converted to directional weighted graph, with which the D*Lite algorithm can be used to solve the problem of shortest path between two fixed nodes and acquire the optimal node set to construct the optimal path. Simulation result shows that the indoor environment can be well expressed by the proposed modeling method, from which we can accomplish the navigation to lead the mobile robot arrive to destination with the shortest distance in a dynamic environment.
机译:提出了一种基于无线传感器网络(WSN)的室内移动机器人导航系统。 WSN采集的离散数据经过处理后形成三维全局地形图,然后通过二值化将其转换为0-1网格图。根据特定标准扩展障碍物所在的网格,以构建机器人路线网络。然后,将路由网络网格图转换为有向加权图,利用D * Lite算法可以解决两个固定节点之间的最短路径问题,并获取最优节点集以构造最优路径。仿真结果表明,所提出的建模方法可以很好地表达室内环境,在动态环境下,可以完成导航,使移动机器人以最短的距离到达目的地。

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