Title :
A New Multi-Robot Self-Determination Cooperation Method Based on Immune Agent Network
Author :
Gao, Yunyuan ; Wei, Wei
Author_Institution :
College of Electrical Engineering Zhejiang University, P.R. China catrain1024@hotmail.com
Abstract :
In this paper, we propose an immune agent model combining the artificial immune system with the agent technology. In the model, a robot is regarded as an antibody and each environmental condition as an antigen respectively. Furthermore, based on the model, a new multi-robots cooperation algorithm is designed to build self-determination cooperation among robots even in a new environment. Inspired by pheromone from ants algorithm, a new pheromone as Inter-stimulus between robots in the model is introduced to the algorithm. By comparing the inter-stimulus value between antigen and antibody and among antibodies, the system will autonomously produce appropriate antibodies to kill the antigen. Finally, the model will be verified by simulation.
Keywords :
Artificial immune system; multi-agent; multi-robot; self-determination cooperation; Algorithm design and analysis; Artificial immune systems; Biological system modeling; Control systems; Educational institutions; Genetic engineering; Immune system; Multirobot systems; Orbital robotics; Robots; Artificial immune system; multi-agent; multi-robot; self-determination cooperation;
Conference_Titel :
Robotics and Automation, 2005. ICRA 2005. Proceedings of the 2005 IEEE International Conference on
Print_ISBN :
0-7803-8914-X
DOI :
10.1109/ROBOT.2005.1570150