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Dynamics simulation on object handling tasks by using a myoelectric upper limb prosthesis with bimanual coordination

机译:双向协调的肌电上肢假体对物体处理任务的动力学模拟

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We have proposed the upper limb prosthesis control system which helps an amputee perform a two-handed task with the healthy arm and the prosthesis in our previous work. Our first focus was on motion generation of the prosthesis. However, ideal motion of the prosthesis does not guarantee success of a two-hand task because of interaction between the prosthesis and the handled object. In this paper, we demonstrated dynamics simulation of lifting-up-a-box tasks with the healthy arm and the prosthesis in order to evaluate effect of interaction between objects such as contact and friction on task performance. We prepared the five boxes with different size in order to consider training error and generalization error of the neural network based motion generation. We showed that lifting-up-a-box tasks with different boxes can be successfully completed on the dynamics simulation considering contact and friction by using our proposed prosthesis control system.
机译:我们已经提出了上肢假体控制系统,该系统可以帮助截肢者在我们以前的工作中以健康的手臂和假体执行两只手的任务。我们的首要重点是假体的运动产生。然而,由于假体和被处理物体之间的相互作用,假体的理想运动不能保证双手任务的成功。在本文中,我们演示了用健康的手臂和假肢举起一个盒子的任务的动力学模拟,以评估对象之间的相互作用(例如接触和摩擦)对任务性能的影响。我们准备了五个不同大小的盒子,以考虑基于神经网络的运动生成的训练误差和泛化误差。我们表明,使用我们提出的假体控制系统,在考虑接触和摩擦的动力学模拟中,可以成功完成具有不同盒子的举重任务。

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