Evaluation of an adaptive algorithm for fuzzy type-2 control in blood pressure regulation

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2013, Pages

  Sprunk, Nicole ^a   Garcia, Alejandro Mendoza ^a   Bauernschmitt, Robert ^a   Knoll, Alois ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

Adaptive algorithm; Blood pressure regulation with medication; Comparision of different fuzzy controllers; Control problem; Fuzzy type 2; Medical application

Indexed keywords

CONTROL PROBLEMS; FUZZY CONTROLLERS; FUZZY TYPE-2; KNOWLEDGE AND EXPERIENCE; PROCESS INFORMATION; SINGLE CONTROLLERS; TYPE-2 FUZZY LOGIC; USE OF FUZZY LOGIC;

BLOOD PRESSURE; FUZZY LOGIC; FUZZY SETS; FUZZY SYSTEMS; MEDICAL APPLICATIONS; PRESSURE REGULATION;

ADAPTIVE ALGORITHMS;

EID: 84887843932     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZ-IEEE.2013.6622339     Document Type: Conference Paper

References (10)

1. J. H. Bates and M. P. Young, "Applying fuzzy logic to medical decision making in the intensive care unit." American journal of respiratory and critical care medicine, vol. 167, no. 7, pp. 948-952, Apr. 2003. [Online]. Available: http://dx.doi.org/10.1164/rccm.200207-777CP
2. N. Sprunk, A. Mendoza, A. Knoll, U. Schreiber, S. Eichhorn, J. Hörer, and R. Bauernschmitt, "Hemodynamic regulation using fuzzy logic," in FSKD. IEEE, 2011, pp. 515-519.
3. R. Bauernschmitt, J. Hoerer, E. Schirmbeck, H. Keil, G. Schrott, A. Knoll, and R. Lange, "Fuzzy-logic based automatic control of hemodynamics," in Computers in Cardiology, 2003, sept. 2003, pp. 773-776.
4. N. Sprunk, A. Garcia, U. Schreiber, R. Bauernschmitt, and A. Knoll, "Cardiovascular model for development and test of automated hemodynamic regulation with medication," in Computing in Cardiology, 2011, 2011, pp. 153-156.
5. J. Mendel and R. John, "Type-2 fuzzy sets made simple," Fuzzy Systems, IEEE Transactions on, vol. 10, no. 2, pp. 117-127, apr 2002.
6. J. M. Mendel, "Type-2 fuzzy sets and systems: An overview [corrected reprint]," Comp. Intell. Mag., vol. 2, no. 2, pp. 20-29, May 2007. [Online]. Available: http://dx.doi.org/10.1109/MCI.2007.357235
7. Q. Liang and J. Mendel, "Interval type-2 fuzzy logic systems: theory and design," Fuzzy Systems, IEEE Transactions on, vol. 8, no. 5, pp. 535-550, oct 2000.
8. D. Wu, J. Mendel, and S. Coupland, "Enhanced interval approach for encoding words into interval type-2 fuzzy sets and its convergence analysis," Fuzzy Systems, IEEE Transactions on, vol. 20, no. 3, pp. 499-513, june 2012.
9. S. Coupland, J. Mendel, and D. Wu, "Enhanced interval approach for encoding words into interval type-2 fuzzy sets and convergence of the word fous," in Fuzzy Systems (FUZZ), 2010 IEEE International Conference on, 2010, pp. 1-8.
10. T. Heldt, R. Mukkamala, G. B. Moody, and R. G. Mark, "Cvsim: An open-source cardiovascular simulator for teaching and research." Open Pacing Electrophysiol Ther J, vol. 3, pp. 45-54, 2010. [Online]. Available: http://www.biomedsearch.com/nih/CVSim-Open-Source-Cardiovascular-Simulator/ 21949555.html