Title :
Human interest oriented heterogeneous multi-robot exploration under connectivity constraints
Author :
Han Zhang ; Weidong Chen ; Jingchuan Wang ; Kang Li
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Human interest input could greatly enhance the efficiency of the multi-robot exploration. However, most of the previous work did not take the intention of the operator into account. In this paper, a human interest oriented multi-robot exploration system is designed. The system is composed of a mobile base station and several robot explorers. A human interest oriented task allocation method is developed to enable these robot explorers to coordinate based on the operator´s intention. Furthermore, an optimization index is proposed to balance the obedience, connectivity and explorability of the system; and the optimization problem is solved to generate the movements of the mobile base station and the robot explorers. Simulations and real-world experiments have demonstrate the effectiveness of the system and the efficiency of the exploration process.
Keywords :
multi-robot systems; path planning; connectivity constraints; human interest oriented heterogeneous multi-robot exploration; human interest oriented task allocation method; mobile base station; multi-robot exploration efficiency; operator intention; optimization index; robot explorers; system connectivity; system explorability; system obedience; Base stations; Equations; Mobile communication; Optimization; Resource management; Robot kinematics;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/ROBIO.2013.6739590