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NIMS-PL: A Cable-Driven Robot With Self-Calibration Capabilities

机译:NIMS-PL:具有自校准功能的电缆驱动机器人

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摘要

We present the Networked InfoMechanical System for Planar Translation, which is a novel two-degree-of-freedom (2-DOF) cable-driven robot with self-calibration and online drift-correction capabilities. This system is intended for actuated sensing applications in aquatic environments. The actuation redundancy resulting from in-plane translation driven by four cables results in an infinite set of tension distributions, thus requiring real-time computation of optimal tension distributions. To this end, we have implemented a highly efficient, iterative linear programming solver, which requires a very small number of iterations to converge to the optimal value. In addition, two novel self-calibration methods have been developed that leverage the robot''s actuation redundancy. The first uses an incremental displacement, or jitter method, whereas the second uses variations in cable tensions to determine end-effector location. We also propose a novel least-squares drift-detection algorithm, which enables the robot to detect long-term drift. Combined with self-calibration capabilities, this drift-monitoring algorithm enables long-term autonomous operation. To verify the performance of our algorithms, we have performed extensive experiments in simulation and on a real system.
机译:我们介绍了用于平面平移的网络化信息机械系统,它是一种新型的具有自由校准和在线漂移校正功能的两自由度(2-DOF)电缆驱动机器人。该系统旨在用于水生环境中的致动传感应用。由四根电缆驱动的平面内平移导致的致动冗余导致张力分布的无限集,因此需要实时计算最佳的张力分布。为此,我们实现了一个高效的迭代线性规划求解器,该求解器需要进行非常少量的迭代才能收敛到最优值。此外,已经开发了两种新颖的自校准方法,这些方法利用了机器人的驱动冗余。第一种使用增量位移或抖动方法,而第二种使用电缆张力的变化来确定末端执行器的位置。我们还提出了一种新颖的最小二乘漂移检测算法,该算法可使机器人检测长期漂移。结合自校准功能,该漂移监控算法可实现长期自主运行。为了验证我们算法的性能,我们在仿真和真实系统上进行了广泛的实验。

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