Performance Assessment of Fuzzy Logic Control Routing Algorithm with Different Wavelength Assignments in DWDM Networks

DWDM (Dense Wavelength Division Multiplexing) is an effective technique to make use of the large amount of bandwidth in optical fibers to meet the broadband requirement of multimedia applications. The routing and wavelength assignment (RWA) algorithm efficiently manages optical network resources and is separated from the optical topology. This paper proposes a dynamic LLR algorithm using fuzzy logic control (FLC LLR) with different wavelength assignments. The unexpected traffic load is increased when the traffic load is high and the lightpath is long for the LLR routing algorithm. How to balance the traffic load of each link and minimize the hop count for each lightpath is considered. The fuzzy logic control in the FLC LLR algorithm is based on the traffic load and hop count to determine whether the lightpath can be established. Simulation results show that the FLC LLR algorithm has better performance than the LLR algorithm in terms of connection, blocking probability and channel utilization, especially when the traffic load is high. We also show that the FLC LLR algorithm increases the number of connections to be set up without incrementing the channel utilization. The number of conversions are compared as three wavelength assignments embedded in the FLC LLR algorithm when the converters are considered.

[1]  Piet Demeester,et al.  Design of the Optical Path Layer in Multiwavelength Cross-Connected Networks , 1996, IEEE J. Sel. Areas Commun..

[2]  Shigeo Abe,et al.  Neural Networks and Fuzzy Systems , 1996, Springer US.

[3]  Joseph Kiniry Wavelength Division Multiplexing: Ultra High Speed Fiber Optics , 1998, IEEE Internet Comput..

[4]  János Harmatos,et al.  Dynamic Routing and Wavelength Assignment in Survivable WDM Networks , 2004, Photonic Network Communications.

[5]  C. Dragone,et al.  Wideband All-Optical WDM Network , 2004 .

[6]  Ezhan Karasan,et al.  Effects of wavelength routing and selection algorithms on wavelength conversion gain in WDM optical networks , 1996, Proceedings of GLOBECOM'96. 1996 IEEE Global Telecommunications Conference.

[7]  Zhensheng Zhang,et al.  A heuristic wavelength assignment algorithm for multihop WDM networks with wavelength routing and wavelength re-use , 1995, TNET.

[8]  Ender Ayanoglu,et al.  Comparison of wavelength-interchanging and wavelength-selective cross-connects in multiwavelength all-optical networks , 1996, Proceedings of IEEE INFOCOM '96. Conference on Computer Communications.

[9]  Imrich Chlamtac,et al.  Lightpath communications: an approach to high bandwidth optical WAN's , 1992, IEEE Trans. Commun..

[10]  Ahmed Mokhtar,et al.  Adaptive wavelength routing in all-optical networks , 1998, TNET.

[11]  Jorma T. Virtamo,et al.  Dynamic routing and wavelength assignment using first policy iteration , 2000, Proceedings ISCC 2000. Fifth IEEE Symposium on Computers and Communications.

[12]  Mounir Hamdi,et al.  A simple routing and wavelength assignment algorithm using the blocking island technique for all-optical networks , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).