Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems

IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews

Volumn 30, Issue 3, 2000, Pages 329-339

  Liang, Qilian ^a   Karnik, Nilesh N ^a  

^a University of Southern California ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER NETWORKS; CONGESTION CONTROL (COMMUNICATION); FUZZY SETS; LINGUISTICS; MEMBERSHIP FUNCTIONS; QUALITY OF SERVICE; TELECOMMUNICATION TRAFFIC;

CONNECTION ADMISSION CONTROL; FUZZY LOGIC SYSTEMS; LINGUISTIC UNCERTAINTIES; SOFT DECISION BOUNDARIES;

ASYNCHRONOUS TRANSFER MODE;

EID: 0034240475     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/5326.885114     Document Type: Article

References (40)

1. G. Box, G. Jenkins, and G. Reinsel, Time Series Analysis, 3rd ed. Englewood Cliffs, NJ: Prentice-Hall, 1994.
2. J. L. Chaneau, M. Gunaratne, and A. G. Altschaeffl, "An application of type-2 sets to decision making in engineering," Analysis of Fuzzy Information - Vol. II: Artificial Intelligence and Decision Systems, 1987.
3. C.-J. Chang, C.-H. Lin, D.-S. Guan, and R.-G. Cheng, "A power-spectrum based neural fuzzy connection admission mechanism for ATM networks," in IEEE Proc. ICC, Monterey, CA, 1997, pp. 1709-1713.
4. _, "Design of a power-spectrum-based ATM connection admission controller for multimedia communications," IEEE Trans. Ind. Electron., vol. 45, pp. 52-59, Feb. 1998.
5. S. Chong and S.-Q. Li, "Probabilistic burstiness-curve-based connection control for real-time multimedia services in ATM networks," IEEE J. Select. Areas Commun., vol. 15, pp. 1072-1086, Aug. 1997.
6. M. Delago and A. Gonzalez, "An inductive learning procedure to identify fuzzy systems," Fuzzy Sets Syst., vol. 55, no. 2, pp. 121-133, 1993.
7. M. Delgado, F. Herrera, E. Herrera-Viedma, and L. Martinez, "Combining numerical and linguistic information in group decision making," J. Inform. Sci., vol. 107, pp. 177-194, 1998.
8. C. Douligeris and G. Develekos, "Neuro-fuzzy control in ATM networks," IEEE Commun. Mag., pp. 154-163, May 1997.
9. D. Dubois and H. Prade, Fuzzy Sets and Systems: Theory and Applications. New York: Academic, 1980.
10. J. S. Evans and D. Everitt, "Effective bandwidth-based admission control for multiservice CDMA cellular networks," IEEE Trans. Veh. Technol., vol. 48, pp. 36-46, Jan. 1999.
11. M. W. Garrett and W. Willinger, "Analysis, modeling and generation of self-similar VBR video traffic," in Proc. SIGCOMM'94, London, U.K., Aug. 1994, pp. 269-280.
12. I. W. Habib, "Applications of neurocomputing in traffic management of ATM networks," Proc. IEEE, vol. 84, pp. 1430-1441, Oct. 1996.
13. "Special issue on computational and artificial intelligence in high speed networks," IEEE J. Select. Areas Commun., Special Issue Artif. Intell. High-Speed Networks, vol. 15, no. 2, Feb. 1997.
14. R. I. John, P. R. Innocent, and M. R. Barnes, "Type 2 fuzzy sets and neuro-fuzzy clustering of radiographic tibia images," in Proc. 1998 IEEE Int. Conf. Fuzzy Systems, Anchorage, AK, May 1998, pp. 1373-1376.
15. N. N. Karnik and J. M. Mendel. An Introduction to type2 fuzzy logic systems. [Online]. Available: http://sipi.usc.edu/mendel/report
16. _, "Operations on type-2 fuzzy sets," Fuzzy Sets Syst., submitted for publication.
17. _, "Centroid of a type-2 fuzzy set," Inf. Sci., submitted for publication.
18. N. N. Karnik, J. M. Mendel, and Q. Liang, "Type-2 fuzzy logic systems," IEEE Trans. Fuzzy Syst., vol. 7, pp. 643-658, Dec. 1999.
19. A. Kaufmann and M. M. Gupta, Introduction to Fuzzy Arithmetic: Theory and Applications. New York: Van Nostrand Reinhold, 1991.
20. W. E. Leland, M. S. Taqqu, W. Willinger, and D. V. Wilson, "On the self-similar nature of ethernet traffic," IEEE Trans. Networking, vol. 2, pp. 1-15, Feb. 1994.
21. Q. Liang and J. M. Mendel, "Interval type-2 fuzzy logic systems: Theory and design," IEEE Trans. Fuzzy Syst., submitted for publication.
22. _, "MPEG VBR video traffic modeling and classification using fuzzy techniques," IEEE Trans. Fuzzy Syst., submitted for publication.
23. E. H. Mamdani, "Applications of fuzzy logic to approximate reasoning using linguistic systems," IEEE Trans. Syst., Man, Cybern., vol. SMC7, pp. 1182-1191, Dec. 1977.
24. E. H. Marimin, M. Umano, I. Hatono, and H. Tamura, "Linguistic labels for expressing fuzzy preference relations in fuzzy group decision making," IEEE Trans. Syst., Man, Cybern. B, vol. 28, pp. 205-218, Apr. 1998.
25. H. R. Mehrvar and T. Le-Ngoc, "Fuzzy logic in estimation of traffic burstiness for admission control in broadband networks," in Proc. IEEE ICC, Monterey, CA, 1997, pp. 1090-1094.
26. J. M. Mendel, "Fuzzy logic systems for engineering: A tutorial," Proc. IEEE, vol. 83, pp. 345-377, Mar. 1995.
27. _, "Computing with words when words can mean different things to different people," in Proc. Int. ICSC Congr. Computational Intelligence: Methods Applications, 3rd Annu. Symp. Fuzzy Logic Applications, Rochester, NY, June 22-25, 1999.
28. M. Mizumoto and K. Tanaka, "Some properties of fuzzy sets of type-2," Inf. Contr., vol. 31, pp. 312-340, 1976.
29. W. Stallings, High-Speed Networks: TCP/IP and ATM Design Principles. Upper Saddle River, NJ: Prentice-Hall, 1998.
30. M. Sugeno and K. Tanaka, "Successive identification of a fuzzy model and its applications to prediction of a complex system," Fuzzy Sets Syst., vol. 42, no. 3, pp. 315-334, 1991.
31. M. Sugeno and T. Yasukawa, "A fuzzy-logic-based approach to qualitative modeling," IEEE Trans. Fuzzy Syst., vol. 1, pp. 7-31, Feb. 1993.
32. Y. Tanaka and S. Hosaka, "Fuzzy control of telecommunications networks using learning technique," Elect. Commun. Jpn., pt. I, vol. 76, pp. 41-51, Dec. 1993.
33. K. Uehara and K. Hirota, "Fuzzy connection admission control for ATM networks based on possibility distribution of cell loss ratio," IEEE J. Select. Areas Commun., vol. 15, pp. 179-190, Feb. 1997.
34. M. Wagenknecht and K. Hartmann, "Application of fuzzy sets of type 2 to the solution of fuzzy equation systems," in Fuzzy Sets Syst., vol. 25, 1988, pp. 183-190.
35. W. Willinger, M. S. Taqqu, R. Sherman, and D. V. Wilson, "Self-similarity through high-variability: Statistical analysis of ethernet LAN traffic at the source level," IEEE Trans. Networking, vol. 5, pp. 71-86, Feb. 1997.
36. K. C. Wu, "Fuzzy interval control of mobile robots," Comput. Elect. Eng., vol. 22, no. 3, pp. 211-229, 1996.
37. R. R. Yager, "Fuzzy subsets of type II in decisions," J. Cybern., vol. 10, pp. 137-159, 1980.
38. Y. Yoshinari, W. Pedrycz, and K. Hirota, "Construction of fuzzy models through clustering techniques," Fuzzy Sets Syst., vol. 54, pp. 157-165, 1993.
39. L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning 1,"Inf. Sci., vol. 8, pp. 199-249, 1975.
40. Z.-L. Zhang, J. Kurose, J. D. Salehi, and D. Towsley, "Smoothing, statistical multiplexing, and call admission control for stored video," IEEE J. Select. Areas Commun., vol. 15, pp. 1148-1166, Aug. 1997.