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MYO-based text input system and method
Authors
徐壮
王丰焱
赵新刚
赵明
Publication date
22 October 2019
Publisher
Abstract
本发明涉及基于MYO的文本输入系统及方法,通过使用MYO腕带,设计并制造了一种交互自然、使用宽泛、效率更高的文本输入系统,包括MYO腕带、所述腕带内的肌电传感器和姿态传感器的使用、所述系统中的用户界面和虚拟键盘的设计以及所述系统中的传感器数据处理方法和机器学习算法;所述MYO腕带将肌电信号和姿态的信息通过蓝牙发送给所述服务器端;所述服务器端将得到的数据进行处理并提取相关特征,然后通过随机森林模型得到动作的类别;所述用户界面接收到服务器的动作类别信号后,做出对应的动作;所述用户界面的设计与颜色的搭配。本发明中将采集到的肌电信号和姿态传感器的信号进行融合分析,提高手势分类的准确度
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Last time updated on 16/09/2020