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Myoelectric control learning robot hand

机译:肌电控制学习机器人手

摘要

PURPOSE:To control the fingers of a robot hand according to the operating recognition of the fingers of a hand depending to the skin surface electromuscle by recogniting the electromuscle of a robot hand operator having skin surface electrodes by use of a neural circuit net with a learning function which is taught and learned per kinds of hand actions, thus controlling the robot hand. CONSTITUTION:The electromuscle of a normal operator or forearm cut operator due to the hand actions of the operator' intension is detected by skin surface electrodes 1a, 1b equipped in the vicinity of the muscle related to the hand actions. The detected electromuscle signals are subjected to Fourier transformation in a transformation part 9 and the frequency analytic pattern and the pattern impossible in a linear separation are taught and learned in plural times by a neural circuit net capable of separation per kinds of respective patterns. Thus, the patterns corresponding to the hand actions are recognited and discriminated by a recognition part 13, thereby controlling a robot hand 19 by a control part 17. Therefore it is possible to control the fiber actions of the robot hand 19 according to the operating recognition of the fingers of a hand depending to the skin surface electromuscle.
机译:目的:通过使用神经电路网通过学习来识别具有皮肤表面电极的机器人手操作者的肌肉,从而根据取决于皮肤表面电肌肉的手的手指的操作识别来控制机器人手的手指该功能可根据各种手部动作进行教授和学习,从而控制机器人手。组成:正常操作者或前臂切割操作者由于手的手部动作而产生的肌电可通过与手部动作相关的肌肉附近配备的皮肤表面电极1a,1b进行检测。在变换部分9中对检测到的肌电信号进行傅立叶变换,并且通过能够按各种模式分离的神经电路网来多次学习和学习频率分析模式和线性分离中不可能的模式。因此,通过识别部13识别和辨别与手势相对应的图案,从而通过控制部17控制机器人手19。因此,可以根据操作识别来控制机器人手19的纤维动作。取决于皮肤表面的肌电。

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