Abstract
In this paper, we propose fuzzy neural controller for a dynamic connection admission control (CAC) that supports the cell loss requirement and QoS parameters for multimedia traffic in Wireless ATM networks. Our CAC algorithms explicitly compute the bandwidth required for each class of connections based on the observed traffic statistics and the declared parameters.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ch.-J. Chang, B.-W. Chen, T.-Y. Liu, F.-Ch. Ren, Fuzzy/Neural Congestion Control for Integrated Voice and Data DS-CDMA/FRMA Cellular Networks”, IEEE Journal on Selected Areas in Communications, Vol. 18, No. 2, 2000, pp. 283–293.
Ch. Douligeris, Y.-Ch. Liu, “Fuzzy Rate Regulation with Feedback Controllers in ATM Networks”, in: W. Pedrycz, A. Vasilakos (Eds.), “Computational Intelligence in Telecommunications Networks”, CRC Press, Boca Raton, 2001, pp. 177–196.
A. Elwalid, D. Mitra, R. Wentworth, “A New Approach for Allocating Buffers and Bandwidth to Heterogeneous Regulated Traffic in an ATM Node”, IEEE Journal on Selected Areas in Communications, Vol. 13, No. 8, 1995, pp. 1115–1127.
R. Guerin, H. Ahmadi, M. Nagshineh, “Equivalent Capacity and Its Application in High Speed Network”, IEEE Journal on Selected Areas in Communications, Vol. 9, 1991, pp. 968–981.
A. Hać, “Multimedia Applications Support for Wireless ATM Networks”, Prentice-Hall, Inc., Upper Saddle River, 2000.
A. Hać, “Mobile Telecommunications Protocols for Data Networks”, John Wiley and Sons, The Atrium, Southern Gate, Chichester, 2003.
J.-S. R. Jang, C.-T. Sun, E. Mizutani, “Neuro-Fuzzy and Soft Computing”, Prentice-Hall, Englewood Cliffs, 1997.
Y. Jin, “Advanced Fuzzy Systems Design and Applications”, Springer-Verlag, Berlin, Heidelberg, New York, 2003.
Ch.-T. Lin, C.S.G. Lee, “Neural-Network-Based Fuzzy Logic Control and Decision Systems”, IEEE Trans. on Computers, Vol. 40, No. 12, 1991, pp. 1320–1336.
D.E. McDysan, “ATM: Theory and Application”, McGraw-Hill, New York, 1998.
H. Mitts, et al. “Microcellular Handover for WATM Release 1.0: Proposal for Scope and Terms of Reference”, ATM Forum 97-0338, April 1997.
A. Pitsillides, Y. Sekercioglu, G. Ramamurthy, “Effective Control of Traffic Flow in ATM Networks Using Fuzzy Explicit Rate Marking (FERM)”, IEEE Journal on Selected Areas in Communications, Vol. 15, No. 2, 1997, pp. 209–225.
D. Raychandhuri, “Wireless ATM Networks: Technology Status and Future Directions”, Proceedings of the IEEE, Vol. 87, No. 10, 1999, pp. 1790–1806.
Q. Ren, G. Ramamurthy, “A Real-Time Dynamic Connection Admission Controller Based on Traffic Modeling, Measurement, and Fuzzy Logic Control”, IEEE Journal on Selected Areas in Communications, Vol. 18, No. 2, 2000, pp. 184–196.
Special Issue on Wireless ATM, IEEE Journal on Selected Areas in Communications, January 1997.
K. Uehara, K. Hirota, “Fuzzy Connection Admission Control for ATM Networks Based on Possibility Distribution of Cell Los Ratio”, IEEE Journal on Selected Areas in Communications, Vol. 15, No. 2, 1997, pp. 179–190.
S. Youssef, I. Habib, T. Saadawi, A Neurocomputing Controller for Bandwidth Allocation in ATM Networks”, IEEE Journal on Selected Areas in Communications, Vol. 15, No. 2, 1997, pp. 191–199.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Martyna, J. (2005). Fuzzy/Neural Connection Admission Controller for Multimedia Traffic in Wireless ATM Networks. In: Reusch, B. (eds) Computational Intelligence, Theory and Applications. Advances in Soft Computing, vol 33. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-31182-3_60
Download citation
DOI: https://doi.org/10.1007/3-540-31182-3_60
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22807-3
Online ISBN: 978-3-540-31182-9
eBook Packages: EngineeringEngineering (R0)