Title :
Digital implementation of CPG controller in AVR system
Author :
Liang Li ; Chen Wang ; Guangming Xie ; Hong Shi
Author_Institution :
Intell. Control Lab., Peking Univ., Beijing, China
Abstract :
This paper focuses on the implementation of AVR based Central Pattern Generator (CPG) controller. CPGs are biological networks that generate rhythmic outputs for the locomotion control of animals. Since previous CPG controllers are too complex to be suitable for microcontrollers, we propose a simple yet powerful linear CPG controller. To implement this controller in AVR system, several implementation techniques are presented which includes discretization, cosine curve approximation and variable overflow handling. Both simulations and experiments are carried out in an AVR-based robotic fish, which validate the effectiveness of our controller and implementation architecture.
Keywords :
marine systems; mobile robots; neurocontrollers; AVR system; AVR-based robotic fish; CPG controller; animals locomotion control; biological networks; central pattern generator controller; cosine curve approximation; microcontrollers; neural networks; rhythmic outputs; Equations; Joints; Mathematical model; Microcontrollers; Oscillators; Robot kinematics; Central Pattern Generator(CPG); Digital Implementation; Robotic fish;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896390