A neurocomputing approach to congestion control in an ATM multiplexer

Journal of High Speed Networks

Volumn 5, Issue 4, 1996, Pages 329-346

  Tarraf, A ^a,b   Habib, I ^b   Saadawi, T ^b  

^a LUCENT TECHNOLOGIES   (United States)

^b City University of New York   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE CONTROL SYSTEMS; ASYNCHRONOUS TRANSFER MODE; BROADBAND NETWORKS; COMPUTER SIMULATION; FEEDBACK CONTROL; IMAGE CODING; IMAGE QUALITY; MULTIPLEXING EQUIPMENT; NEURAL NETWORKS; OPTIMAL CONTROL SYSTEMS; TELECOMMUNICATION CONTROL;

ADAPTIVE RATE BASED FEEDBACK CONTROL ALGORITHM; ASYNCHRONOUS TRANSFER MODE MULTIPLEXER; CELL LOSS RATE; REINFORCEMENT LEARNING NEURAL NETWORKS;

CONGESTION CONTROL (COMMUNICATION);

EID: 0030393447     PISSN: 09266801     EISSN: None     Source Type: Journal    
DOI: 10.3233/jhs-1996-5402     Document Type: Article

References (21)

1. ITU Recommendations, I series (B-ISDN), July 1992.
2. F. Denissen, E. Desmet and G.H. Petit, The policing function in an ATM network, in: Proc. 1990 Int. Zurich Sem. Digit. Commun., Zurich, 1990, pp. 131-144.
3. M. Buttó, E. Cavallero and A. Tonietti, Effectiveness of the leaky bucket policing mechanism in ATM networks, IEEE JSAC 9(3) (Apr. 1991).
4. Special section on neural networks, IEEE Control Sys. Mag. (Apr. 1988).
5. B. Soucek, Neural and Concurrent Real-Time Systems, The Sixth Generation, John Wiley, 1989.
6. A. Hiramatsu, Integration of ATM call admission control and link capacity control by distributed neural networks, IEEE JSAC 9(7) (Sept. 1991).
7. T. Takahashi and Hiramatsu, Integrated ATM traffic control by distributed neural networks, in: Proc. ISS '90, vol. III, Stockholm, Sweden, 1990, pp. 54-65.
8. A. Hiramatsu, ATM communications network control by neural networks, IEEE Trans. Neural Networks 1 (1990), 122-130.
9. B. Aazhang et al., Neural networks for multiuser detection in code-division multiple access communications, IEEE Trans. Commun. 40(7) (July 1992).
10. A. Tarraf, I. Habib and T. Saadawi, Characterization of packetized voice traffic in ATM using neural networks, in: IEEE GLOB-COM '93, 1993.
11. A. Tarraf, I. Habib and T. Saadawi, Neural network model for packetized voice traffic in ATM networks, in: HPCS '93, 1993.
12. A. Tarraf, I. Habib and T. Saadawi, A novel neural network traffic enforcement mechanism for ATM networks, IEEE JSAC, special issue on Network Management.
13. I. Habib and T. Saadawi, Access flow control algorithm for voice-multiplexers in ATM networks, in: Proc. of IEEE MILCOM '92, 1992.
14. I. Habib and T. Saadawi, Congestion control in video multiplexers in broadband networks, J. Comput. Commun. (June 1992); also in: Proc. of IFIP Third Conference on High Speed Networks, Berlin, 1991.
15. I. Habib and T. Saadawi, Congestion control in video multiplexers in broadband networks, J. Comput. Commun. (June 1992); also in: Proc. of IFIP Third Conference on High Speed Networks, Berlin, 1991.
16. J. Hertz et al., Introduction to the Theory of Neural Computation, Addison-Wesley, 1991.
17. W. Thomas et al., Neural Networks for Control, The MIT Press, Cambridge, MA, 1990.
18. T. Yamada and T. Yabuta, Neural network controller using autotuning method for nonlinear function, IEEE Trans. on Neural Networks 3(4) (July 1992).
19. K. Narendra and M. Thathachar, Learning Automata, Prentice-Hall, Englewood Cliffs, NJ, 1989.
20. J. Diagle and J. Langford, Models for analysis packet voice communications systems, IEEE JSAC SAC-4(6) (Sept. 1986).
21. B. Maglaris et al., Performance models of statistical multiplexing in packet video communications, IEEE Trans. Commun. 36(7) (July 1988).