Skip to main content
SpringerLink
Log in

Quality of service aware fuzzy dynamic routing and wavelength assignment technique in all optical networks

  • Original Paper
  • Published:
Photonic Network Communications Aims and scope Submit manuscript

Abstract

In this paper, a novel fuzzy dynamic routing and wavelength assignment technique is proposed for a wavelength division multiplexing optical network to achieve the best quality of network transmission. This paper proposes a novel quality of service aware fuzzy logic controlled dynamic routing and wavelength assignment algorithm (QoS-FDRWA), where the optimum path is chosen by a fuzzy rule-based inference system. The proposed fuzzy routing technique incorporates optical network transmission attributes such as latency, physical length of the link, data packet loss, number of hops, and wavelength availability status in the path.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  1. Bisbal, D., Miguel, I.D., Gonzalez, F., Blas, J., Aguado, J.C., Fernandez, P., Duran, J., Duran, R., Lorenzo, R.M., Abril, E.J., Lopez, M.: Dynamic routing and wavelength assignment in optical networks by means of genetic algorithms. Photon. Netw. Commun. 7(1), 43–58 (2004)

    Article  Google Scholar 

  2. Yussof, S., See, O.H.: A robust GA-based QoS routing algorithm for solving multi constrained path problem. J. Comput. 5(9), 1322–1334 (2010)

    Article  Google Scholar 

  3. Zhang, C., Lee, Z., Zhang, X., Zhang, B.: Two multi-objective genetic algorithms for the QoS based routing and wavelength allocation problem in WDM network. Optik 124, 2734–2739 (2013)

    Article  Google Scholar 

  4. Zhang, C., Ren, M., Zhang, B.: A self-adaptive multi-objective genetic algorithm for the QoS based routing and wavelength allocation problem in WDM network. Optik 124, 4571–4575 (2013)

    Article  Google Scholar 

  5. Peng, C., Shen, H.: An improved approximation algorithm for computing disjoint QoS paths. In: Proceedings of the 5\({th}\) IEEE International Conference on Proceedings of the International Conference on Networking, International Conference on Systems, and International Conference on Mobile Communication and Learning Technologies (ICNICONSMCL’06) pp. 10–15 (2006)

  6. Zhengying, W., Bingxin, S., Zhao, E.: Bandwidth delay constrained least cost multicast routing based on heuristic genetic algorithm. Comput. Commun. 24(7–8), 685–692 (2001)

    Article  Google Scholar 

  7. Bhanja, U., Roy, R., Mahapatra, S.: An evolutionary programming algorithm for finding constrained optimal disjoint paths for multihop communication networks. Int. J. Metaheuristics 1(2), 132–155 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  8. Barua, A., Mudunuri, L.S., Kosheleva, O.: Why trapezoidal and triangular membership functions work so well: towards a theoretical explanation. J. Uncertain Syst. 8(3), 164–168 (2014)

    Google Scholar 

  9. Bhanja, U., Mahapatra, S., Roy, R.: An evolutionary programming algorithm for survivable routing and wavelength assignment in transparent optical networks. Int. J. Inf. Sci. 222(10), 634–647 (2013)

    MathSciNet  Google Scholar 

  10. Cohen, A., Korach, E., Last, M., Ohayon, R.: A fuzzy based path ordering algorithm for QoS routing in non-deterministic communication networks. Fuzzy Sets Syst. 150(3), 401–417 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  11. Yaghmaei, M., Baradaran, M., Talebian, H.: A fuzzy QoS routing algorithm for communication networks. IEEE Confer. Commun. Syst. (2006). doi:10.1109/ICCS.2006.301418

    Google Scholar 

  12. Khan, J.A., Alnuweiri, H.M.: A fuzzy constrained based routing algorithm for traffic engineering. IEEE Globecom 3, 1366–1372 (2004)

    Google Scholar 

  13. Champati Rai, S., Bihari Misra, B., Kumar Nayak, A., Mall, R., Kumar Pradhan, S.: A multi-objective QoS optimization with fuzzy based parameter setting for real-time multicasting. Int. J. Commun. Netw. Syst. Sci. 3(6), 530–539 (2010). doi:10.4236/ijcns.2010.36071

    Google Scholar 

  14. Chen, P., Dong, T.L.: A fuzzy genetic algorithm for QoS multicast routing. J. Comput. Commun. 26(6), 506–512 (2003)

    Article  Google Scholar 

  15. Ahvar, E., Tordera, E.M., Yannuzzi, M., Ahvar, S.: FRA: A new fuzzy-based routing approach for optical transport networks. Netw. Opt. Commun. NOC (2012). doi:10.1109/NOC.2012.6249944

    Google Scholar 

  16. Hwang, I.S., Lee, S.N., Chang, I.C.: Performance assessment of fuzzy logic control routing algorithm with different wavelength assignments in DWDM networks. J. Inf. Sci. Eng. 22, 461–473 (2006)

    Google Scholar 

  17. Hwang, I.S., Huang, I.F., Yu, S.C.: Dynamic fuzzy controlled algorithm for IP/GMPLS over WDM networks. J. Comput. Sci. Technol. 20(5), 717–727 (2005)

    Article  Google Scholar 

  18. Farzaneh, N., Hossein,M., Moghaddam, Y.: Virtual topology reconfiguration of WDM optical networks using fuzzy logic control. In: International Symposium on Telecommunications (2008)

  19. Santhi, G., Nachiappan, A.: Fuzzy-cost based multiconstrained QoS routing with mobility prediction in MANETs. Egypt. Inform. J. 13(1), 19–25 (2012)

    Article  Google Scholar 

  20. Ayyasami, A., Venkatchalpathy, K.: Context aware adaptive fuzzy based QoS routing scheme for streaming services over MANETs. J. Wirel. Netw. 21(2), 421–430 (2015)

    Article  Google Scholar 

  21. Khanpara, P.: A review on fuzzy logic based routing in ad hoc networks. Int. J. Adv. Res. Eng. Technol. 5(5), 75–81 (2014)

    Google Scholar 

  22. Deng, Y., Chen, Y., Zhanga, Y., Mahadevan, S.: Fuzzy Dijkstra algorithm for shortest path problem under uncertain environment. Appl. Soft Comput. 12, 1231–1237 (2012)

    Article  Google Scholar 

  23. Ahn, C.W., Ramakrishna, R.S.: A Genetic algorithm for shortest path routing problem and the sizing of populations. IEEE Trans. Evolut. Comput. 6(6), 566–579 (2002)

    Article  Google Scholar 

  24. Zang, H., Jue, J.P., Mukherjee, B.: A review of routing and wavelength assignment approaches for wavelength-routed optical WDM networks. Opt. Netw. Mag. 1(1), 47–60 (2000)

    Google Scholar 

  25. Sahu, P.P.: A new shared protection scheme in optical network. Curr. Sci. 91(9), 1176 (2006)

    Google Scholar 

  26. Amirthavalli, M.: Fuzzy Logic and Neural Network. Scitech Publisher, Chennai (2004)

    Google Scholar 

  27. Ramjee, R., Murakami, K., Buskens, R.W., Lin, Y.-J., La Porta, T.F.: Design, implementation, and performance of a cluster mobile switching center. Wireless multimedia network technologies. In: Ganesh, R., Pahlavan, K., Zvonar, Z. (eds.) The International Series in Engineering and Computer Science. Springer, New York (2006)

    Google Scholar 

  28. Rahbar, A.G.: Review of dynamic impairment-aware routing and wavelength assignment techniques in all optical wavelength routed networks. IEEE Commun. Surv. Tutor. 14(4), 1065–1089 (2012)

    Article  Google Scholar 

  29. Bhanja, U., Mahapatra, S.: A metaheuristic approach for optical network optimization problem. Appl. Soft Comput. 13, 981–997 (2013)

    Article  Google Scholar 

  30. Bhanja, U., Mahapatra, S., Roy, R.: FWM aware evolutionary programming algorithm for transparent optical networks. Int. J. Photon. Netw. Commun. 23, 285–299 (2012)

    Article  Google Scholar 

  31. Bhanja, U., Mahapatra, S., Roy, R.: QOT aware evolutionary programming algorithm for transparent optical network. Optik 124, 6391–6399 (2013)

    Article  Google Scholar 

  32. Saradhi, C.V., Subramaniam, S.: Physical layer impairment aware routing in WDM optical networks: issues and challenges. IEEE Commun. Surv. Tutor. 11(4), 109–130 (2009)

    Article  Google Scholar 

Download references

Acknowledgements

Authors are thankful to the All India Council of Technical Education (AICTE) for funding the project with Grant Number 20/AICTE/RIFD/RPS(POLICY-II) 2/ 2012-13 DATED 20.01.2013.

Author information

Authors and Affiliations

  1. Indira Gandhi Institute of Technology, Talcher, Orissa, India

    Urmila Bhanja & Debajyoti Mishra

Authors
  1. Urmila Bhanja
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Debajyoti Mishra
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Urmila Bhanja.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bhanja, U., Mishra, D. Quality of service aware fuzzy dynamic routing and wavelength assignment technique in all optical networks. Photon Netw Commun 34, 155–169 (2017). https://doi.org/10.1007/s11107-017-0689-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11107-017-0689-9

Keywords

Search

Navigation