کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
406957 678119 2014 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Immune network-based swarm intelligence and its application to unmanned aerial vehicle (UAV) swarm coordination
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Immune network-based swarm intelligence and its application to unmanned aerial vehicle (UAV) swarm coordination
چکیده انگلیسی

In this paper, we first investigate the fundamentals of the immune system and the principles of the antibodies and how antibodies work cooperatively to achieve swarm coordination and hence a successful immune response. Based on the study, we propose a multi-agent cooperative operation strategy for the immune system based on the immune network theory. In order to achieve successful swarm coordination, we design each agent to select its favorable strategy according to distributed sensing through local communication. Experiments show that this Immunology-inspired Cooperative Operation strategy performs well even under dynamically changing environment. Its effectiveness is also verified by numerical simulation on multiple unmanned aerial vehicle (UAV) coordination.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 125, 11 February 2014, Pages 134–141
نویسندگان
, , , ,