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基于模糊逻辑控制器的使用数据手套的遥操作抓取

Teleoperated Grasping Using Data Gloves Based on Fuzzy Logic Controller.

作者信息

Lu Chunxiao, Jin Lei, Liu Yufei, Wang Jianfeng, Li Weihua

机构信息

School of Automotive Engineering, Harbin Institute of Technology (Weihai), Weihai 264209, China.

China North Vehicle Research Institute, Beijing 100072, China.

出版信息

Biomimetics (Basel). 2024 Feb 15;9(2):116. doi: 10.3390/biomimetics9020116.

Abstract

Teleoperated robots have attracted significant interest in recent years, and data gloves are one of the commonly used devices for their operation. However, existing solutions still encounter two challenges: the ways in which data gloves capture human operational intentions and achieve accurate mapping. In order to address these challenges, we propose a novel teleoperation method using data gloves based on fuzzy logic controller. Firstly, the data are collected and normalized from the flex sensors on data gloves to identify human manipulation intentions. Then, a fuzzy logic controller is designed to convert finger flexion information into motion control commands for robot arms. Finally, experiments are conducted to demonstrate the effectiveness and precision of the proposed method.

摘要

近年来,遥控机器人引起了广泛关注,数据手套是其操作中常用的设备之一。然而,现有解决方案仍面临两个挑战:数据手套捕捉人类操作意图并实现精确映射的方式。为了应对这些挑战,我们提出了一种基于模糊逻辑控制器的数据手套遥操作新方法。首先,从数据手套上的柔性传感器收集数据并进行归一化处理,以识别人类的操作意图。然后,设计一个模糊逻辑控制器,将手指弯曲信息转换为机器人手臂的运动控制命令。最后,通过实验验证了所提方法的有效性和精确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a832/10886496/f4b6c64a2082/biomimetics-09-00116-g001.jpg

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