一种新的四足机器人中心模式发生器异步顺序逻辑模型:系统设计与高效实现

Shoichiro Komaki, Kentaro Takeda, H. Torikai
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引用次数: 1

摘要

提出了一种基于中心模式发生器(CPG)的四足机器人运动控制器。该模型由一个神经振子网络组成,其中每个振子的非线性动力学由异步顺序逻辑建模。在对振子进行分岔分析的基础上,提出了一种系统的振子设计方法,使四足机器人产生预定的目标步态。此外,还提出了一种生成指定目标步态的网络系统设计方法。然后,在FPGA上实现了该模型的原型,实验表明,该模型可以生成物理实现的四足机器人的预定目标步态。与基于cpg的数字信号处理器实现的运动控制器相比,该模型功耗更低,电路资源更少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel asynchronous sequential logic model of central pattern generator for quadruped robot: systematic design and efficient implementation
A novel central pattern generator (CPG) based locomotion controller for a quadruped robot is proposed. The model is composed of a network of neuronal oscillators, where the nonlinear dynamics of each oscillator is modeled by an asynchronous sequential logic. Based on bifurcation analyses of the oscillator, a systematic design method of the oscillator to generate a prescribed target gait for the quadruped robot is proposed. Furthermore, a systematic design method of the network to generate the prescribed target gait is also proposed. Then, a prototype of the proposed model is implemented in an FPGA and experiments show that the model can generate the prescribed target gait of a physically implemented quadruped robot. It is also shown that the proposed model consumes lower power and fewer circuit resources compared to a CPG-based locomotion controller implemented by a digital signal processor.
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