scholarly journals Triple-layered central pattern generator-based controller for 3D locomotion control of snake-like robots

2017 ◽  
Vol 14 (6) ◽  
pp. 172988141773810 ◽  
Author(s):  
Guifang Qiao ◽  
Ying Zhang ◽  
Xiulan Wen ◽  
Zhong Wei ◽  
Junyu Cui
2009 ◽  
Vol 06 (01) ◽  
pp. 33-46 ◽  
Author(s):  
LEI SUN ◽  
MAX Q.-H. MENG ◽  
SHUAI LI ◽  
HUAWEI LIANG ◽  
TAO MEI

This paper proposes a novel central pattern generator (CPG) model with proprioceptive mechanism and the dynamic connectivity mechanism. It not only contains the sensory information of the environment but also contains the information of the actuators and automatically tunes the parameters of CPG corresponding to the actuators information and inner sensory information. The position of the joints linked directly with the output of CPG is introduced to the CPG to find its proprioceptive system, spontaneously making the robot realize the actuator working status, further changing the CPG output to fit the change and decrease the influence of the problematic joints or actuators on the robot being controlled. So the damage would be avoided and self-protection is implemented. Its application on the locomotion control of a quadruped robot demonstrates the effectiveness of the proposed approach.


2019 ◽  
Author(s):  
Matthias Kohler ◽  
Philipp Stratmann ◽  
Florian Röhrbein ◽  
Alois Knoll ◽  
Alin Albu-Schäffer ◽  
...  

AbstractLocomotion control in mammals has been hypothesized to be governed by a central pattern generator (CPG) located in the circuitry of the spinal cord. The most common model of the CPG is the half center model, where two pools of neurons generate alternating, oscillatory activity. In this model, the pools reciprocally inhibit each other ensuring alternating activity. There is experimental support for reciprocal inhibition. However another crucial part of the half center model is a self inhibitory mechanism which prevents the neurons of each individual pool from infinite firing. Self-inhibition is hence necessary to obtain alternating activity. But critical parts of the experimental bases for the proposed mechanisms for self-inhibition were obtained in vitro, in preparations of juvenile animals. The commonly used adaptation of spike firing does not appear to be present in adult animals in vivo. We therefore modeled several possible self inhibitory mechanisms for locomotor control. Based on currently published data, previously proposed hypotheses of the self inhibitory mechanism, necessary to support the CPG hypothesis, seems to be put into question by functional evaluation tests or by in vivo data. This opens for alternative explanations of how locomotion activity patterns in the adult mammal could be generated.Author summaryLocomotion control in animals is hypothesized to be controlled through an intrinsic central pattern generator in the spinal cord. This was proposed over a hundred years ago and has subsequently been formed into a consistent theory, through experimentation and computer modeling. However, critical data that support the neuronal circuitry mechanisms underpinning this theory has been obtained in experiments that greatly differ from intact animals. We propose, after trying to fill in this critical part, that new ideas are required to explain locomotion of intact animals.


Sign in / Sign up

Export Citation Format

Share Document