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Quadtree based mapping and path planning for a teleoperated mobile robot.

机译:基于四叉树的遥控移动机器人的映射和路径规划。

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摘要

Teleoperation of mobile robots is constrained by factors such as time delay in sending and receiving data during communication over the communication medium. In most cases the data becomes redundant and is no longer valid. There is also the possibility of the robot encountering a dangerous situation and due to time delays put the robot in danger, as the operator commands are not received on time. The operator stress levels also increase as data transmission is delayed. Controlling every aspect of the robot imposes a high level of concentration on the operator, which cannot be sustained for a long period. The operator will also require some kind of visual feedback of the environment that the robot is traveling in.; To overcome some of these difficulties faced during teleoperation, we are trying to study the feasibility of using a quadtree data structure to map and generate a path plan for a mobile robot. In order to give the mobile robot more autonomy due to time delays in the communication network a two layered control structure was used. The operator would be able to choose the mode of control either manual control, or auto control. The manual control mode is useful when there is little time delay in the network or when the operator wants more control over the system. In the auto control mode, the operator can specify the target destination, and let the robot navigate itself to the destination by avoiding any obstacles in the way. In order for the mobile robot to navigate successfully to a target destination, it should successfully map and plan an optimal path to reach the destination, this information is also vital to update the operator's perception of the environment in which the mobile robot is being navigated in. A mobile robot was constructed using a Motorola MC68HC11, Microcontroller to test the performance. The results show that the mobile robot can be successfully navigated around a set of obstacles while avoiding collision, in both the manual and auto control mode.
机译:移动机器人的遥操作受到诸如通过通信介质进行通信期间发送和接收数据的时间延迟之类的因素的限制。在大多数情况下,数据变得多余并且不再有效。由于未及时收到操作员的命令,机器人还可能会遇到危险情况,并且由于时间延迟而使机器人处于危险之中。随着数据传输的延迟,操作员的压力也会增加。控制机器人的各个方面会给操作员带来高水平的专注力,这无法长期维持。操作员还将需要对机器人所处环境的某种视觉反馈。为了克服远程操作过程中面临的一些困难,我们正在尝试研究使用四叉树数据结构来映射和生成移动机器人路径计划的可行性。为了使移动机器人由于通信网络中的时间延迟而具有更大的自主权,使用了两层控制结构。操作员可以选择手动控制或自动控制的控制模式。当网络中的时间延迟很小或操作员希望对系统进行更多控制时,手动控制模式很有用。在自动控制模式下,操作员可以指定目标目的地,并通过避免任何障碍物让机器人将自身导航到该目的地。为了使移动机器人成功导航到目标目的地,它应该成功地映射和规划到达目的地的最佳路径,此信息对于更新操作员对移动机器人所处环境的感知也至关重要。使用微控制器Motorola MC68HC11构建了一个移动机器人,以测试其性能。结果表明,在手动和自动控制模式下,移动机器人都可以成功地绕过一组障碍物导航,同时避免碰撞。

著录项

  • 作者

    Ganapathyraju, Srinivas.;

  • 作者单位

    The University of Wisconsin - Milwaukee.;

  • 授予单位 The University of Wisconsin - Milwaukee.;
  • 学科 Engineering Mechanical.; Artificial Intelligence.
  • 学位 Ph.D.
  • 年度 2003
  • 页码 103 p.
  • 总页数 103
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 机械、仪表工业;人工智能理论;
  • 关键词

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