Title :
Design and implementation of a novel CPG-based locomotion controller for robotic dolphin
Author :
Wang, Ming ; Yu, Junzhi ; Tan, Min ; Zhang, Jianwei
Author_Institution :
Lab. of CompSys, Chinese Acad. of Sci., Beijing, China
Abstract :
This paper presents a novel locomotion controller based on the Central Pattern Generator (CPG) model with nearest coupling for a multilink robotic dolphin. Each CPG in the model is modeled with two input saturation functions, a nonlinear oscillating neuron, and an output amplification function. Its oscillating frequency and amplitude are independently modulated. The CPG model can be amenable to rapid computation for the real-time control and to generate sufficient rhythmic patterns for dolphin-like swimming. The CPG model can be easily integrated into a microcontroller without extra hardware burden via an iterative algorithm. Design and implementation issues of the CPG-based locomotion controller are brought forth and further applied to achieve multimodal swimming. Experimental results confirm the effectiveness of the CPG-based locomotion controller in dolphin-like propulsion and maneuvering.
Keywords :
iterative methods; marine control; marine vehicles; motion control; neurocontrollers; nonlinear control systems; oscillations; CPG model; CPG-based locomotion controller; amplitude; central pattern generator; dolphin-like maneuvering; dolphin-like propulsion; dolphin-like swimming; iterative algorithm; microcontroller; multilink robotic dolphin; multimodal swimming; nearest coupling; nonlinear oscillating neuron; oscillating frequency; output amplification function; real-time control; rhythmic pattern; saturation function; Dolphins; Joints; Neurons; Prototypes; Robots; Servomotors; Turning; Central pattern generation (CPG); locomotion control; multimodal swimming; robotic dolphin;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554750