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An analog CMOS central pattern generator for interlimb coordination in quadruped locomotion

机译:模拟CMOS中央模式发生器,用于四足运动中的插值协调

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摘要

This paper proposes a neuromorphic analog CMOS controller for interlimb coordination in quadruped locomotion. Animal locomotion, such as walking, running, swimming, and flying, is based on periodic rhythmic movements. These rhythmic movements are driven by the biological neural network, called the central pattern generator (CPG). In recent years, many researchers have applied CPG to locomotion controllers in robotics. However, most of these have been developed with digital processors and, thus, have several problems, such as high power consumption. In order to overcome such problems, a CPG controller with analog CMOS circuit is proposed. Since the CMOS transistors in the circuit operate in their subthreshold region and under low supply voltage, the controller can reduce power consumption. Moreover, low-cost production and miniaturization of controllers are expected. We have shown through computer simulation, such circuit has the capability to generate several periodic rhythmic patterns and transitions between their patterns promptly.
机译:本文提出了一种神经形态模拟CMOS控制器,用于四足运动中的交点协调。动物的运动,例如走路,跑步,游泳和飞行,都是基于周期性的节奏运动。这些有节奏的运动是由称为中央模式发生器(CPG)的生物神经网络驱动的。近年来,许多研究人员将CPG应用于机器人技术中的运动控制器。然而,这些中的大多数已经用数字处理器开发,因此存在一些问题,例如高功耗。为了克服这些问题,提出了具有模拟CMOS电路的CPG控制器。由于电路中的CMOS晶体管在其亚阈值区域内并且在低电源电压下工作,因此控制器可以降低功耗。而且,期望低成本生产和控制器的小型化。我们已经通过计算机仿真表明,这种电路具有生成几个周期性节奏模式并在它们的模式之间快速过渡的能力。

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