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3D robot formations planning with Fast Marching Square

机译:快速行进广场的3D机器人编队计划

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摘要

This research presents a novel approach for 3D robot formation motion planning. The methodology presented is based on the standard Fast Marching Square (FM2) path planning method and its application to robot formations motion planning. For the formation coordination, a leader-followers scheme is used, which means that the reference pose for the follower robots is defined by geometric equations that place the goal pose of each follower as a function of the leader's pose. The use of the Frenet-Serret frame in order to control the orientation of the formation is introduced. Thanks to the combination of these methods, the configuration of the formation is able to adapt its shape depending on the environment conditions. This adaptation is based on the velocities map calculated in the first step of the FM2 algorithm. Also, robot priorities within the formations are introduced. This is an important contribution since it provides different behaviours to the formation members in special situations. Using this information, simulations show that the method is able to achieve good performance in difficult environments.
机译:这项研究为3D机器人编队运动计划提出了一种新颖的方法。提出的方法基于标准的快速行进广场(FM 2 )路径规划方法,并将其应用于机器人编队运动规划。对于编队协调,使用领导者跟随者方案,这意味着跟随者机器人的参考姿势由几何方程式定义,该几何方程式将每个跟随者的目标姿势作为领导者姿势的函数。介绍了Frenet-Serret框架的使用,以控制地层的方向。由于这些方法的结合,地层的构造能够根据环境条件适应其形状。这种调整是基于FM 2 算法第一步中计算出的速度图。此外,还介绍了编队内的机器人优先级。这是重要的贡献,因为在特殊情况下它为编队成员提供了不同的行为。使用此信息,仿真表明该方法能够在困难的环境中实现良好的性能。

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