Title :
Improved group explosion strategy for searching multiple targets using swarm robotics
Author :
Zhongyang Zheng ; Jie Li ; Junzhi Li ; Ying Tan
Author_Institution :
Key Lab. of Machine Perception & Intell. (, Peking Univ., Beijing, China
Abstract :
In this paper, an improved group explosion strategy (IGES) is proposed for searching multiple targets using a swarm of simple robots. The strategy is based on our previous work which has several shortcoming especially when number of targets and robots are large. IGES is simple and fast with great adaptability and only one parameter. The simulation results demonstrate that IGES has great efficiency in all aspects including searching time, energy consumption and computation overload. IGES also shows great stability and adaptiveness in both small and large scale problems.
Keywords :
mobile robots; multi-robot systems; path planning; search problems; stability; IGES; computation overload; energy consumption; improved group explosion strategy; multiple target searching; searching time; swarm robotics; History; Robot kinematics; Robot sensing systems; Sociology; Statistics;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6973915