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Cellular automata based real time path planning for mobile robots

机译:基于元胞自动机的移动机器人实时路径规划

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Intelligent mobile robotic agents demand optimal motion planners with minimum query time. Most contemporary algorithms lack one of these two required aspects. This paper proposes a cellular automata (CA) based efficient path planning scheme that generates optimal paths in minimum time. A Cellular automata is evolved over the entire environment and subsequently used for shortest path determination. This approach generates a parent-child relationship for each cell in order to minimize the search time. Analysis and simulation results have proven it to be a robust, complete path planning scheme and time efficient both in static and dynamic environments.
机译:智能移动机器人代理需要最短查询时间的最佳运动计划者。大多数当代算法都缺少这两个必需方面之一。本文提出了一种基于细胞自动机(CA)的有效路径规划方案,该方案可在最短的时间内生成最佳路径。元胞自动机在整个环境中得到发展,随后用于最短路径确定。该方法为每个单元生成父子关系,以最大程度地减少搜索时间。分析和仿真结果证明,它是一种可靠的完整路径规划方案,并且在静态和动态环境中均具有时间效率。

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