Title :
CPG-based behavior design and implementation for a biomimetic amphibious robot
Author :
Ding, Rui ; Yu, Junzhi ; Yang, Qinghai ; Tan, Min ; Zhang, Jianwei
Author_Institution :
Key Lab. of Complex Syst. & Intell. Sci., Chinese Acad. of Sci., Beijing, China
Abstract :
This paper presents the behavior design and multimodal locomotion control of a biomimetic amphibious robot based on a bio-inspired CPG (central pattern generator). A set of four key parameters are introduced serving as external stimuli to shape the CPG rhythmic activities where necessary speed and orientation modulation as well as 3-D locomotion can be obtained. In terms of the built parameter set, a library of movement primitives based on finite state machine is established to facilitate rapid and smooth gait transitions. To enhance adaptive behaviors, well-integrated sensory feedback by means of two liquid-level detectors enables the gait transition between ground and water autonomously. Simulations and experiments are also conducted to demonstrate the feasibility of a behavior based control architecture governed by CPGs.
Keywords :
adaptive control; feedback; finite state machines; mobile robots; underwater vehicles; adaptive behavior; behavior based control architecture; behavior design; biomimetic amphibious robot; central pattern generator; external stimuli; finite state machine; gait transition; liquid-level detectors; movement primitives; multimodal locomotion control; sensory feedback; Joints; Oscillators; Propulsion; Robot sensing systems; Turning;
Conference_Titel :
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-386-5
DOI :
10.1109/ICRA.2011.5979744