Title :
A conceptual model for multi-robot cooperation inspired by immune network theory and somatic hypermutation
Author :
Nur Raihan Ramli;Sazalinsyah Razali;Mashanum Osman
Author_Institution :
Robotics and Industrial Automation Research Group, Center of Excellence for Robotics and Industrial Automation, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Malaysia
Abstract :
This paper presented biological immune system, immune response, and immune learning through somatic hypermutation. The proposed approach is based on immune network theory since they share common aspects with a multi-robot system. In order to improve the cooperative behavior in multi-robot systems, a conceptual model is presented by integrating the immune network algorithm with somatic hypermutation (SHM) theory. An analogy between the immune system and multi-robot system is discussed as well to show the relationship between immune system environment and robotics environment. The learning mechanism in the antibody is adapted to the robot action thus, the robot is expected to perform better since they adapt to the environment. The proposed model will be implemented in robot simulation environment for future works.
Keywords :
"Immune system","Robots","Multi-robot systems","Pathogens","Conferences","Research and development"
Conference_Titel :
Research and Development (SCOReD), 2015 IEEE Student Conference on
DOI :
10.1109/SCORED.2015.7449386