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Compliant Motion Control for Multisegment Continuum Robots With Actuation Force Sensing

机译:具有驱动力感应的多段连续体机器人的顺应运动控制

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During exploration through tortuous unstructured passages by continuum robots, methods are required to minimize the force interaction between the environment and the robot along its length. This paper presents and evaluates an algorithm for compliant motion control of continuum robots subjected to multiple unknown contacts with the environment. A mapping of external wrenches to a generalized force in the configuration space of a multisegment continuum robot is presented and related to measured joint-level actuation forces. These measurements are applied as inputs to a low-level compliant motion controller. Friction and modeling uncertainties, presenting an unknown nonlinear deviation from the nominal system model, are corrected via a feed-forward estimate provided by a support vector machine. The controller is evaluated on Ø9 and Ø5 mm multisegment continuum robots. We quantify the minimal interaction forces needed to generate compliant motion and demonstrate the ability of the controller to minimize interaction forces during insertion through tortuous passages.
机译:在连续机器人通过曲折的非结构通道进行探索的过程中,需要采取各种方法来最大程度地减少环境和机器人沿其长度方向的力相互作用。本文提出并评估了一种用于连续机器人与环境的多次未知接触的顺应性运动控制算法。提出了外部扳手到多段连续机器人的配置空间中的广义力的映射,并且与测得的关节级驱动力有关。这些测量值被用作对低级别兼容运动控制器的输入。摩擦和建模不确定性(表示与标称系统模型之间存在未知的非线性偏差)可通过支持向量机提供的前馈估计进行校正。该控制器在Ø9和Ø5毫米多段连续机器人上进行了评估。我们量化了产生顺应性运动所需的最小相互作用力,并证明了控制器在通过曲折通道插入过程中能够最小化相互作用力的能力。

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