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Research on autonomous obstacle avoidance algorithm of teleoperation manipulator in unstructured unknown environment

机译:非结构化未知环境中遥操作机械手自主障碍避免算法研究

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Using the traditional environmental model and the known control algorithm can lead to the failure of the task easily when teleoperation robot works in unstructured unknown environment, because of the lack of information about the environment around the robot arm and the lack of feedback. To solve this significant problem, a new improved algorithm based on the traditional approximate obstacle avoidance algorithm is proposed in this paper. By adding control algorithm factors, this algorithm will complete the obstacle avoidance in unknown environment through transforming information which is obtained from the obstacle distance detector into each joint and the velocity parameter of the end effector and mapping to the joint movement by Jacobian matrix. Thus, the performance of the robot arm is improved. In addition, the algorithm has the advantages of small computation and fast escape speed. Finally, the simulation experiment of obstacle avoidance is carried out in MATLAB software to verify the effectiveness of the algorithm. The results show that the algorithm can accomplish the obstacle avoidance of teleoperation manipulator in real-time and effectively in unstructured unknown environment.
机译:使用传统的环境模型和已知的控制算法可以轻松导致任务失败,因为当遥操作机器人在非结构化的未知环境中工作时,由于机器人臂周围的环境缺乏信息和缺乏反馈。为了解决这一重大问题,本文提出了一种基于传统近似障碍避免算法的新改进算法。通过添加控制算法因素,该算法通过将从障碍物距离检测器获得的信息转换为末端执行器的每个接头和速度映射到雅各比矩阵的关节运动来完成未知环境中的障碍物避免。因此,改善了机器人臂的性能。此外,该算法具有小计算和快速逃逸速度的优点。最后,在MATLAB软件中进行了避免障碍物的仿真实验,以验证算法的有效性。结果表明,该算法可以实时地,有效地在非结构化未知环境中实时实现遥控机械手的障碍物。

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