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

被引:77
|
作者
Nakada, K [1 ]
Asai, T [1 ]
Amemiya, Y [1 ]
机构
[1] Hokkaido Univ, Dept Elect Engn, Sapporo, Hokkaido 0608628, Japan
来源
IEEE TRANSACTIONS ON NEURAL NETWORKS | 2003年 / 14卷 / 05期
关键词
analog CMOS circuits; central pattern generator (CPG); coupled neural oscillators; interlimb coordination; quadruped locomotion;
D O I
10.1109/TNN.2003.816381
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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.
引用
收藏
页码:1356 / 1365
页数:10
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