Direct adaptive interval type-2 fuzzy logic controller for the multivariable anaesthesia system

Ain Shams Engineering Journal

Volumn 2, Issue 3-4, 2011, Pages 149-160

  El Bardini, Mohammad ^a   El Nagar, Ahmad M ^a  

^a MENOUFIA UNIVERSITY   (Egypt)

Author keywords

Adaptive interval type 2 fuzzy logic controller; Aneasthesia system; Interval type 2 fuzzy logic system; Interval type 2 fuzzy sets

Indexed keywords

ANESTHESIOLOGY; COMPUTER CIRCUITS; CONTROLLERS; FUZZY LOGIC; FUZZY SETS;

ADAPTIVE FUZZY CONTROLLER; ANEASTHESIA SYSTEM; FUZZY LOGIC CONTROLLERS; INDIVIDUAL VARIABILITY; INTERVAL TYPE-2 FUZZY LOGIC CONTROLLERS; INTERVAL TYPE-2 FUZZY LOGIC SYSTEMS; INTERVAL TYPE-2 FUZZY SETS; LINGUISTIC UNCERTAINTY;

ADAPTIVE CONTROL SYSTEMS;

EID: 84655166929     PISSN: 20904479     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asej.2011.08.001     Document Type: Article

References (29)

1. M. Mahfouf, A.J. Asbury, and D.A. Linkens Physiological modeling and fuzzy control of anaesthesia via vaporization of isoflurane by liquid infusion Int J Simul 2 1 2000 55 66
2. A. Gentilini, C.W. Frei, A.H. Glattfedler, M. Morari, T.J. Sieber, and R. Wymann Multitasked closed-loop control in anesthesia Eng Med Biol Mag, IEEE 20 2001 39 53
3. M. Mahfouf, and A.D. Linkens Generalized predictive control and bioengineering 1998 T.J. International Ltd. Padstow (UK)
4. Derighetti M. Feedback control in anaesthesia. PhD thesis, Swiss Federal Institute of Technology (ETH), Zurich, Switzerland; 1999.
5. M.R.F. Michel, P.M. Eric, and D.S. Tom Closed loops in anaesthesia Best Pract Res Clin Anaesthesiol 20 1 2005 211 220
6. S.J. Shieh, A.D. Linkens, and E.J. Peacock Hierarchical rule-based and self-organizing fuzzy logic control for depth of anaesthesia IEEE Trans Syst Man Cybernet - Part C 29 1 1999
7. N. El- Rabaie, H.A. Awad, and T.A. Mahmoud A noval neural network-based control scheme for controlling the multivariable anaesthesia Minufiya J Electron Eng Res (MJEER) 17 1 2007
8. J. Martin Fuzzy control in anesthesia J Clin Monit 10 2 1994
9. M. Elkfafi, J.S. Shieh, D.A. Linkens, and J.E. Peacock Fuzzy logic for auditory evoked response monitoring and control for depth of anaesthesia Fuzzy Sets Syst 100 1998 29 43 (Pubitemid 128654389)
10. F. Rahim, A. Deshpande, and A. Hosseini Fuzzy expert system for fluid management in general anaesthesia J Clin Diag Res 4 2007 256 267
11. T.C. Lin, H.L. Liu, and M.J. Kuo Direct adaptive interval type-2 fuzzy control of multivariable nonlinear systems Eng Appl Artif Intell 22 2009 420 430
12. O. Castillo, and P. Melin Type-2 fuzzy logic: theory and application Studfuzz 223 2008 29 43
13. J.M. Mendel, R.I. John, and L. Feilong Interval type-2 fuzzy logic systems made simple IEEE Trans Fuzzy Syst 14 6 2006
14. H. Hagras Type-2 FLCs: a new generation of fuzzy controllers IEEE Comput Intell Mag February 2007 30 43 (Pubitemid 46718756)
15. E.A. Jammeh, M. Fleury, C. Wagner, H. Hagras, and M. Ghanbari Interval type-2 fuzzy logic congestion control for video streaming across IP networks IEEE Trans Fuzzy Syst 17 5 2009
16. W.W. Dongrui A simplified type-2 fuzzy logic controller for real-time control ISA Trans 45 4 2006 503 516
17. Z. Liu, Y. Zhng, and Y. Wang A type-2 fuzzy switching control system for biped robots IEEE Trans Syst Man Cybernet - Part C 37 6 2007
18. H. Shu, Q. Liang, and J. Gao Wireless sensor network lifetime analysis using interval type-2 fuzzy logic systems IEEE Trans Fuzzy Syst 16 2 2008
19. O. Castillo, P. Melin, A.A. Garza, O. Montiel, and R. Sepulveda Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms Soft Comput 15 6 2011 1145 1160
20. C. Leal-Ramirez, O. Castillo, P. Melin, and A. Rodriguez-Diaz Simulation of the bird age-structured population growth based on an interval type-2 fuzzy cellular structure Inform Sci 181 3 2011 519 535
21. N.R. Cazarez-Castro, L.T. Aguilar, and O. Castillo Fuzzy logic control with genetic membership function parameters optimization for the output regulation of a servomechanism with nonlinear backlash Exp Syst Appl 37 6 2010 4368 4378
22. R. Martinez, O. Castillo, and L.T. Aguilar Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms Inform Sci 179 13 2009 2158 2174
23. R. Sepulveda, O. Castillo, P. Melin, A. Rodrigue-Diaz, and O. Montiel Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic Inform Sci 177 10 2007 2023 2048 (Pubitemid 46356313)
24. M. EL-Bardini, A.M. EL-Nagar, and N. EL-Rabaie Interval type-2 fuzzy logic control for the multivariable anaesthesia system J Eng Sci, Assiut University 38 6 2010 1485 1506
25. J.M. Mendel, and R.I. John Type-2 fuzzy sets made simple IEEE Trans Fuzzy Syst 10 2 2002
26. Q. Liang, and J.M. Mendel Interval type-2 fuzzy logic systems: theory and design I EEE Trans Fuzzy Syst 8 5 2000
27. Karnik NN. Type-2 fuzzy logic systems. PhD dissertation, University of Southern California, Los Angeles, CA; 1998.
28. J.M. Mendel Type-2 fuzzy sets and systems: an overview IEEE Comput Intell Mag February 2007 20 29
29. K.M. Passino, and S. Yurkovich Fuzzy control 1998 Addison Wesley Longman, Inc.