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Directional intention identification for running control of an omni-directional walker

机译:全方位助行器运行控制的定向意图识别

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Walking is a vital exercise for health promotion and a fundamental ability necessary for everyday life. In the authors' previous studies, an omni-directional walker (ODW) has been developed for walking rehabilitation and walking support. In the case of walking support, it is necessary for the ODW to know which direction its user is intending to go according to the user's manipulation. However, since the directional intention and physical manipulation of a user are not always consistent with each other, it is an important subject to identify the real directional intention from physical manipulation. In this paper, a method is proposed to recognize a user's directional intention according to the pressures, which are measured by sensors embedded in the ODW's armrest, from the user's forearms. Firstly, the relationship between forearm pressure and directional intention was extracted as fuzzy rules. Then an algorithm is proposed for directional intention identification based on Distance-Type Fuzzy Reasoning Method (DTFRM). Finally, the effectiveness of the algorithm is verified by experiments, which show that reasoning results are consistent with the intended directions.
机译:行走是健康促进的重要练习和日常生活所必需的基本能力。在提交人之前的研究中,已经开发了一个全方位助行器(ODW),用于行走康复和行走的支持。在步行支持的情况下,odw需要知道其用户打算根据用户的操纵进行哪个方向。然而,由于用户的定向意图和物理操纵并不总是彼此一致的,因此重要的是从物理操纵中识别实际定向意图。在本文中,提出了一种方法以根据压力识别用户的定向意图,这些压力由嵌入用户的前臂嵌入ODW扶手中的传感器。首先,提取前臂压力和方向意图之间的关系作为模糊规则。然后提出了一种基于距离型模糊推理方法(DTFRM)的定向意向识别的算法。最后,通过实验验证了算法的有效性,表明推理结果与预期方向一致。

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