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Path Planning Based on Grid-Potential Fields

机译:基于网格势场的路径规划

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摘要

We present a path planning model of crowd based on Grid-Potential fields. We represent terrain space as a potential field and discretize it into a regular grid. A voltage variable is defined at the center of each grid cell. The moving of crowd is view as the flow from high voltage to low voltage. Our approach unifies global path planning and local collision avoidance into a single framework in our model. Individuals need not to interact on others but perform global path planning to avoid both obstacles and other individuals. In response to emergencies, we also consider the real-time path planning in our model.
机译:我们提出了一种基于网格势场的人群路径规划模型。我们将地形空间表示为潜在场,并将其离散为规则网格。在每个网格单元的中心定义一个电压变量。人群的移动被视为从高电压向低电压的流动。在我们的模型中,我们的方法将全局路径规划和避免局部冲突统一到一个框架中。个人无需与他人互动,而需要进行全局路径规划,从而避免障碍和其他个人。为了应对紧急情况,我们还在模型中考虑了实时路径规划。

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