平面连续体机器人运动控制的有限圆单元动力学建模

M. Dehghani, S. Moosavian
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引用次数: 7

摘要

连续体机器人的有效动力学建模和控制一直是近几十年来的一个挑战。最重要的建模挑战是提供一个精度高的模型,并能在合理的时间内进行数值求解。具体来说,如果一个精确的模型能够实时求解,以便用于实时控制实现,这是有价值的。本文利用所提出的连续统机器人动力学模型,介绍了一种基于模型的控制方法,并进行了仿真。该模型基于圆弧假设(一系列等曲率单元)。该模型快速、准确,可实现实时求解。然后,针对一些轨迹跟踪任务,设计了模型基控制器并进行了仿真。分析了两种情况下的控制器响应,一种考虑了模型不确定性,另一种不考虑不确定性。正如模拟结果所讨论的那样,没有不确定性的结果是合适的。然而,当应用不确定性时,控制器应该被修改以提供更好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamics modeling of planar continuum robots by finite circular elements for motion control
Effective dynamics modeling and control of continuum robots have been a challenge for almost a couple of decades. The most important modeling challenge is to provide a model with good precision, which can be solved numerically in a reasonable time. Specifically, it is valuable if an accurate model can be solved in real-time, in order to be used in real-time control implementations. In this paper, using the proposed dynamics model of continuum robots, a model based control is introduced and simulated. This model is based on the assumption of circular arcs (a series of constant-curvature elements). This model is fast and accurate, and can be solved in real-time. Then, the model base controller is designed and simulated for some trajectory tracking tasks. The controller response is analyzed in two cases, one with consideration of model uncertainties, and the other without uncertainties. The results without uncertainties are appropriate, as discussed in the simulation results. However, the controller should be modified to provide better results when uncertainties are applied.
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