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EMG-Based Control of a 5 DOF Robotic Manipulator

机译:基于5个自由度机器人的EMG控制

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摘要

The use of robotic manipulators is increasing in a dominant way for the past few decades. They are mechanical arm that are usually programmed to perform the same function of a human arm and have supported humans in many fields. This project aims at developing an EMG-based control of a robotic arm that can be used in aiding elderly people, supporting people with certain disabilities and replacing people who work at hazardous areas. Initially, a literature survey on existing methodologies of human-robot interface and kinematic analysis of a 5 DOF robotic arm is discussed. Then, a methodology for control of a 5 DOF robotic arm using Electromyogram (EMG) signals recorded from the muscles of elbow is presented. Two accelerometers are used to capture the gesture and posture of the human arm, which then will be fed as an input to the robotic arm. Experimental results showed that it was able to achieve a controlled motion of a 5 DOF robotic arm through gestures like rotation of wrist, left, right, up and down motions. Thus, this proposed method can be used for applications involving radioactive or bio-hazardous materials and domestic assistance.
机译:在过去的几十年中,机械手的使用正以占主导地位的方式增长。它们是机械手臂,通常被编程为执行与人类手臂相同的功能,并在许多领域为人类提供了支持。该项目旨在开发一种基于EMG的机械臂控制,该机械臂可用于帮助老年人,为有一定残疾的人们提供支持并替代在危险区域工作的人们。最初,讨论了有关人机界面和5自由度机械臂运动学分析的现有方法的文献综述。然后,提出了一种使用从肘部肌肉记录的肌电图(EMG)信号控制5自由度机械臂的方法。两个加速度计用于捕获人类手臂的手势和姿势,然后将其作为输入提供给机器人手臂。实验结果表明,它可以通过腕部旋转,向左,向右,向上和向下运动等手势来实现5自由度机械臂的受控运动。因此,该提议的方法可用于涉及放射性或生物危害材料和家庭协助的应用。

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