DocumentCode :
385554
Title :
Evolutionary design of a fuzzy controller for the intra-aortic balloon pump
Author :
Weller, P.R. ; Morrow, D.R. ; Le Fevre, J.E.
Author_Institution :
Centre for Meas. & Inf. in Medicine, City Univ., London, UK
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
1569
Abstract :
The intra-aortic balloon pump is an implantable device that can be inflated and deflated at appropriate times to assist the performance of a weak heart. However, the control and determination of these times can be problematical. This paper reports on the development of a fuzzy controller for an intra-aortic balloon pump. The membership functions for the two controller inputs and single output are optimized with a genetic algorithm. The results over three separate runs show good convergence with many common values for the membership functions.
Keywords :
artificial organs; blood vessels; cardiovascular system; controllers; fuzzy control; genetic algorithms; haemodynamics; medical control systems; pumps; controller inputs; device deflation; device inflation; evolutionary design; fuzzy controller; intraaortic balloon pump; membership functions; single output; weak heart performance assistance; Blood; Cardiology; Fuzzy control; Genetic algorithms; Heart rate; Heart valves; Hospitals; Immune system; Pressure control; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN :
1094-687X
Print_ISBN :
0-7803-7612-9
Type :
conf
DOI :
10.1109/IEMBS.2002.1106542
Filename :
1106542
Link To Document :
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