Title :
Optimal design of a robotic eye based on spherical parallel mechanism by evolutionary strategy algorithm
Author :
Chaojiong Huang ; Gu, Jhen-Fong ; Jun Luo ; Hengyu Li ; Juan Zhang ; Jun Ke
Author_Institution :
Sch. of Mechatron. Eng. & Autom., Shanghai Univ., Shanghai, China
Abstract :
This paper proposes a robotic eye based on spherical parallel mechanism with three degrees of freedom. It aims to imitate the human eye with active vision for robots in various unstructured environments. Its kinematic analysis and performance estimation indexes are presented. For the pursuit of best velocity and acceleration accuracies of the eyeball, an optimal design method using evolutionary strategy algorithm is proposed. Compared with the results by previous trial-and-error method, our optimal results bring better performance of the robotic eye, also indicating the verification of the ESA method.
Keywords :
active vision; evolutionary computation; robot vision; ESA method; active vision; evolutionary strategy algorithm; kinematic analysis; optimal design method; performance estimation indexes; robotic eye; spherical parallel mechanism; trial-and-error method; Acceleration; Angular velocity; Couplings; Estimation; Indexes; Kinematics; Robots; Estimation index; Evolutionary strategy algorithm; Optimal design; Robotic eye; Spherical parallel mechanism;
Conference_Titel :
Information and Automation (ICIA), 2014 IEEE International Conference on
Conference_Location :
Hailar
DOI :
10.1109/ICInfA.2014.6932797