Title :
Adaptive immune system inspired perimeter patrol control strategy
Author :
Yang, Ruoting ; Bewick, Sharon ; Zhang, Mingjun ; Hamel, William R. ; Tarn, Tzyh-Jong
Author_Institution :
Dept. of Mech., Aero. & Biom. Eng., Univ. of Tennessee, Knoxville, TN, USA
Abstract :
This paper investigates a perimeter patrol control problem in which multiple agents travel back and forth defending a border. A decentralized control inspired from the adaptive immune system TH1/TH2 differentiation mechanism has been proposed. The resulting patrol control exhibits robustness under adversarial conditions. This is primarily because the motion period can be arbitrary, which makes it difficult for intruders to find weak spots for attack. Moreover, this immuno-inspired control can avoid collision and automatically recover from agent failure.
Keywords :
adaptive control; collision avoidance; decentralised control; motion control; TH1-TH2 differentiation mechanism; adaptive immune system; collision avoidance; decentralized control; motion period; perimeter patrol control; Adaptive control; Adaptive systems; Automatic control; Control systems; Distributed control; Frequency synchronization; Immune system; Military aircraft; Programmable control; Switches;
Conference_Titel :
Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-3803-7
Electronic_ISBN :
978-1-4244-3804-4
DOI :
10.1109/IROS.2009.5354733