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Design, Fabrication and Application of Arm Wrestling Robot

机译:手臂摔跤机器人的设计,制作与应用

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摘要

This paper presents a novel 2 DOF robotic arm wrestling system integrated with mechanical arm, elbow/wrist force sensors, servo motor, encoder, 3-D MEMS accelerometer, and USB camera. The arm wrestling robot (AWR) is used to play arm wrestling game with human for entertainment. Based on the force testing equipment, we acquire the data of surface electromyographic (EMG) signals form target muscle when a real player competes with the robot. Wavelet transform and neural network are applied to extract the characteristics of EMG signals and estimate the joint torque. Experiment results have proved the validation of the wavelet neural network method.
机译:本文介绍了一种新颖的2自由度机器人手臂摔跤系统,该系统与机械臂,肘/腕力传感器,伺服电机,编码器,3-D MEMS加速度计和USB摄像头集成在一起。手臂摔跤机器人(AWR)用于与人玩手臂摔跤游戏以娱乐。基于力测试设备,当真正的玩家与机器人竞争时,我们将从目标肌肉获取表面肌电(EMG)信号的数据。应用小波变换和神经网络提取肌电信号的特征并估计关节转矩。实验结果证明了小波神经网络方法的有效性。

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