基于神经网络处理信息原理的仿生假体操纵

O. Bodin, G. Solodimova, A. Spirkin
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引用次数: 1

摘要

考虑了仿生原理在机器人机构控制中的应用特点。研究表明,仿生假肢的控制系统应符合人体的生物学特性,在没有人为直接干预的情况下完成摩托车的相当复杂和完整的动作,并能在外界条件的影响下适应有目的的行为变化。本文介绍了一种用于人体全功能仿生下肢假肢控制系统的构建方法。提出了一种用于假肢控制的神经网络算法,降低了计算手段的功耗,提高了控制系统的速度。控制系统中传感器的存在允许您对外部刺激做出反应,并提供假体操作的高度稳定性和安全性。生物电子假体的控制系统是主要信息处理装置和控制执行器的综合,其改进及其实现方式可以增加髋关节假体的功能,减少其元件的成本和尺寸,使其运动符合人的自然运动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Manipulation of Bionic Prosthesis Using Neural Network Processing Information Principles
The features of the use of bionic principles for the control of robotic mechanisms are considered. It is revealed that the control system of bionic prosthesis should correspond to the biological properties of human body and perform quite complex and complete actions of the motor cycle without direct human intervention, as well as be adaptive with purposeful behavior changes under the influence of external conditions. The article describes the approach to the construction of a control system for a full-functional bionic prosthesis of the lower limb of a person. A neural network algorithm for prosthesis control is proposed, which allows to reduce the power consumption of computing means and increase the speed of the control system. The presence of sensors in the control system allows you to respond to external stimuli and provides a high degree of stability and safety of operation of the prosthesis. The modification of the control system of bioelectrical prosthesis, which is the synthesis of devices for processing of primary information and a control actuator, and the ways of its implementation, allow increasing the functionality of a hip prosthesis, to reduce the cost and size of its elements, to realize his movement in accordance with the natural movement of a person.
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