基于间质细胞模型的硬件神经网络生成六足微型机器人步态模式

Mika Kurosawa, Takuro Sasaki, Masaya Ohara, Taisuke Tanaka, Yuichiro Hayakawa, M. Kaneko, F. Uchikoba, K. Saeki, Ken Saito
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引用次数: 3

摘要

作者正在研究一种基于硬件神经网络(HNN)的机器人控制系统。此前,作者利用HNN集成电路(IC)成功地实现了四足和六足微型机器人系统的移动。HNN集成电路输出四相脉冲波形来驱动两个微型机器人系统。然而,步态模式需要1.0 s的脉冲周期,需要较大的电容器。在集成电路上不能安装大的电容器;因此,将外部电容器安装在电路板上。HNN集成电路的进一步小型化需要尽量减少电容器。在本文中,作者构建了一种不用大电容就能产生大脉冲周期的HNN。利用间质细胞模型作为HNN的基本元素,产生较大的时间常数。作者设计了两种类型的HNN,可以产生典型的昆虫行走模式三脚架步态和波纹步态。因此,设计的HNN可以在不使用外部电容器的情况下生成步态模式。采用间质细胞模型在集成电路内部构建电容器。
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Gait Pattern Generation of Hexapod-Type Microrobot Using Interstitial Cell Model Based Hardware Neural Networks IC
The authors are studying a robot controlling system using hardware neural networks (HNN). Previously, the authors succeeded to locomote the quadruped-type and the hexapod-type microrobot systems using the HNN integrated circuit (IC). The HNN IC outputs four-phase pulse waveforms to drive both microrobot systems. However, gait patterns need 1.0 s pulse period which requires large capacitors. A large capacitor could not mount on IC; therefore, the external capacitors mounted on the circuit board. The further miniaturization of the HNN IC needs to minimize the capacitors. In this paper, the authors constructed HNN which can generate a large pulse period without using large capacitors. The interstitial cell model is used as a basic element of the HNN to generate a large time constant. The authors designed two types of HNN which can generate a tripod gait pattern and a ripple gait pattern which are typical walking patterns of insects. As a result, designed HNN can generate gait patterns without using external capacitors. The capacitors could construct inside the IC using the interstitial cell model.
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