Title :
Improving Energy Efficiency in Cooperative Foraging Swarm Robots Using Behavioral Model
Author :
Lee, Jong-Hyun ; Ahn, Chang Wook
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ. (SKKU), Suwon, South Korea
Abstract :
Multi-robot foraging systems can assist human beings to collect crops or minerals, efficiently. As being wider searching spaces, the robot control system demands scalability and reliability. For handling this limitation, in particular, swarm robotics has been considered due to its strengths such as self-organization, robustness and flexibility. However, it stipulates high initial, operating cost as employing the multi-robot foraging system. To address these drawbacks, this paper presents a novel distributed foraging mechanism. The aim is to adopt a new behavioral model regarding role division and search space division for improving energy efficiency. Simulation results demonstrate that the proposed approach outperforms an existing foraging robot system.
Keywords :
cooperative systems; distributed control; energy conservation; intelligent robots; multi-robot systems; service robots; behavioral model; cooperative foraging swarm robots; distributed foraging mechanism; energy efficiency; multirobot foraging system; robot control system; role division; search space division; Energy consumption; Legged locomotion; Particle swarm optimization; Robot sensing systems; Search problems; behavioral model; cooperative foraging; energy efficiency; swarm intelligence; swarm robotics;
Conference_Titel :
Bio-Inspired Computing: Theories and Applications (BIC-TA), 2011 Sixth International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4577-1092-6
DOI :
10.1109/BIC-TA.2011.69