Type-2 fuzzy logic identification applied to the modeling of a robot hand

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2008, Pages 854-861

  Torres, Patricio ^a   Sáez, Doris ^a  

^a UNIVERSITY OF CHILE   (Chile)

Author keywords

[No Author keywords available]

Indexed keywords

END EFFECTORS; FUZZY SYSTEMS; MEMBERSHIP FUNCTIONS; ROBOTIC ARMS; ROBOTICS; ROBOTS;

FUZZY INTERVALS; FUZZY MODELS; IDENTIFICATION METHODS; INTERVAL SETS; LOWER MEMBERSHIP FUNCTIONS; NEW APPLICATIONS; OUTPUT DATUMS; ROBOT HANDS;

FUZZY LOGIC;

EID: 55249091862     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2008.4630470     Document Type: Conference Paper

References (27)

1. Q. Liang, and J. M. Mendel, "Interval Type-2 Fuzzy Logic Systems: Theory and Design," IEEE Trans. fuzzy systems, Vol.8, No 5, pp. 535-550, October 2000.
2. J. M. Mendel, and R. B. John, "Type-2 Fuzzy Sets Made Simple," IEEE Trans. Fuzzy Systems, Vol.10, No 2, pp. 117-127, April 2002.
3. rd IEEE Latin America Robotics Sym., Santiago, 2006, pp. 1-8.
4. N. N. Karnik, J. M. Mendel, and Q. Liang, "Type-2 Fuzzy Logic Systems," IEEE Trans. Fuzzy Systems, Vol.7, No 6, pp. 643-657, December 1999.
5. J. M. Mendel, R. B. John, and F. Liu, "Interval Type-2 Fuzzy Logic Systems Made Simple," IEEE Trans. Fuzzy Systems, Vol.14, No 6, pp. 808-821, December 2006.
6. M. O. Efe, and O. Kaynak, "A comparative study of soft-computing methodologies in identification of robotic manipulators," Robotics and Autonomous Syslems, Vol.30, pp. 221-230, April 1999.
7. R. N. Rohling, and J. M. Hollerbach, "Modeling and parameter estimation of the human index finger," in Proc. IEEE International Conf. Robotics and Automation, San Diego, 1994, vol. I, pp. 223-230.
8. D. Kostic, Bram de Jager, M. Steinbuch, and R. Hensen, "Modeling and identification for high-performance robot conlrol: an RRR-robotic arm case study," IEEE Trans. Control System Technology, Vol.12, No 6, pp. 904- 919, November 2004.
9. H. A. Hagras, "A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots," IEEE Trans. Fuzzy Systems, Vol.12, No 4, pp. 524-539, August 2004.
10. P. K. Allen, P. Michelman, and K. S. Roberts, "A System for Programming and Controlling a Multi-sensor Robotic Hand," IEEE Trans. Systems Man and Cybernetics, Vol.20, No 6, pp. 1450-1456, November/December 1990.
11. S. M. Spano, and N. Bourbakis, "Control of a Multi-fingered Robotic Hand Using a Method of Blocks," in Proc. IEEE International Conf. Information Intelligence and Systems, Maryland, 1999, pp. 226-234.
12. N. N. Karnik, and J. M. Mendel, "Introduction to Type-2 Fuzzy Logic Systems," in Proc. IEEE International Conf. Fuzzy Systems, Anchorage, 1998, pp. 915-920.
13. A. Tascillo, and N. Barbakis, "Neural and Fuzzy Robotic Hand Control," IEEE Trans. Systems Man and Cybernetics - Part B, Vol.29, No5, pp. 636-642, October 1999.
14. th Allerton Conf. Communication, Control and Computing, Monticello, 2003, invited paper.
15. R. O. Ambrose, H. Aldridge, R. S. Askew, R. R. Burridge, W. Bluethman, M. Diflter, C. Lovchik, D. Magruder, and F. Rehnmark, "Robonaut: NASA's Space Humanoid," IEEE Intelligent Systems, Vol.15, No4, pp.57-63, July/August 2000.
16. ∝ -Norm," IEEE Trans. Fuzzy Systems, Vol.13, No S, pp. 561-568, October 2005.
17. S. Oblak, "Interval fuzzy modeling in fault detection for a class of processes with interval-type parameters," in Proc IEEE International Conf. Eurocon, Belgrado, 2005, Vol.2, pp. 1867-1870.
18. D. Wu, and W. W. Tan, "Type-2 FLS Modeling Capability Analysis," in Proc. IEEE International Conf. Fuzzy Systems, Reno, 2005, pp. 242-247.
19. H. Hagras, "A Type-2 fuzzy Logic Controller For Autonomous Mobile Robots," in Proc. IEEE International Conf. Fuzzy Systems, Budapest, 2004, Vol.2, pp. 965-970.
20. P. Phokharatkul, and S. Phaiboon, "Mobile Robot Control Using Type-2 Fuzzy Logic System," in Proc. IEEE Conf. Robotics, Automation and Mechatronics, Singapore, 2004, Vol.1, pp. 296-299.
21. U. Pareek, and I, N. Kar, "Estimating Compressor Discharge Pressure of Gas Turbine Power Plant Using Type-2 Fuzzy Logic Systems," in Proc. IEEE International Conf. Fuzzy Systems, Vancouver, 2006, pp. 649-654.
22. Maria de los Angeles Hernandez Medina, and G. M. Mendez, "Modeling and Prediction of the MXNUSD Exchange Rate Using Interval Singleton Type-2 Fuzzy Logic Systems," in Proc. IEEE International Conf. Fuzzy Systems, Vancouver, 2006, pp. 2305-2308.
23. O. Castillo, and P. Melin, "Comparison of Hybrid Intelligent Systems, Neural Networks and Interval Type-2 Fuzzy Logic for Time Series Prediction," in Proc. IEEE International joint Conf. Neural Networks, Orlando, 2007, submitted for publication.
24. D. Sáez, and R. Zuñíga, "Takagi - Sugeno Fuzzy Model Structure Selection Based on New Sensitivity Analysis," in Proc. IEEE International Conf. Fuzzy Systems, Reno, 2005, pp. 501-506.
25. D. Sáez, and R. Zufiiga, "Cluster Optimization for Takagi & Sugeno Fuzzy Models and Its Application to a Combined Cycle Power Plant Boiler," in Proc. IEEE American Control Conf, Boston, 2004, Vol.2, No30, pp. 1776-1781.
26. C. Lynch, H. Hagras, and V. Callaghan, "Using Uncertainty Bounds in the Design of an Embedded Real-Time Type-2 Neuro-Fuzzy Speed Controller for Marine Diesel Engines," in Proc. IEEE International Conf. Fuzzy Systems, Vancouver, 2006, pp. 1446-1453.
27. J. M. Mendel, "Computing Derivatives in Interval Type-2 Fuzzy Logic Systems," IEEE Trans. Fuzzy Systems, Vol.12, No 1, pp. 84-98, February 2004.