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Unsynchronized Distributed Motion Planning with Safety Guarantees under Second-Order Dynamics.

机译:在二阶动力学下具有安全保证的非同步分布式运动计划。

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摘要

Robots are increasingly found to operate together in the same environment where they must coordinate their motion. Such an operation is simple if the motion is quasi-static. Under second-order dynamics, the problem becomes challenging even for a known environment. Planning must guarantee safety by ensuring collision-free paths for the considered period by not bringing the robot to states where collisions are inevitable. This can be addressed with communication among robots, but it becomes complicated when the replanning cycles of different robots are not synchronized and robots make planning decisions at different times. This thesis shows how to guarantee safety for communicating second-order vehicles, whose replanning rates do not coincide, through a distributed motion planning framework without a global time reference. The method is evaluated through simulation where each robot has its own address space, and communicates with message passing. A proof of safety is presented, and simulation results are used to investigate performance of the framework.
机译:越来越多的机器人在必须协调运动的相同环境中一起工作。如果运动是准静态的,则这种操作很简单。在二阶动力学条件下,即使对于已知环境,问题也变得具有挑战性。规划必须通过在考虑的时间段内确保无碰撞的路径来确保安全,避免机器人进入不可避免的碰撞状态。这可以通过机器人之间的通信来解决,但是当不同机器人的重新计划周期不同步并且机器人在不同时间做出计划决策时,它将变得复杂。本文通过一个没有全局时间参考的分布式运动计划框架,说明了如何保证重排率不一致的二阶车辆通信的安全性。通过仿真评估该方法,其中每个机器人都有自己的地址空间,并与消息传递进行通信。提出了安全性证明,并使用仿真结果来研究框架的性能。

著录项

  • 作者

    Grady, Devin Kieber.;

  • 作者单位

    Rice University.;

  • 授予单位 Rice University.;
  • 学科 Engineering Robotics.;Computer Science.;Artificial Intelligence.
  • 学位 M.S.
  • 年度 2011
  • 页码 72 p.
  • 总页数 72
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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