OSA's Digital Library

Journal of Optical Communications and Networking

Journal of Optical Communications and Networking

  • Editors: K. Bergman and O. Gerstel
  • Vol. 5, Iss. 5 — May. 1, 2013
  • pp: 512–523

Energy-Efficient Power Allocation for WDM/OCDM Networks With Particle Swarm Optimization

Fábio Renan Durand and Taufik Abrão  »View Author Affiliations


Journal of Optical Communications and Networking, Vol. 5, Issue 5, pp. 512-523 (2013)
http://dx.doi.org/10.1364/JOCN.5.000512


View Full Text Article

Enhanced HTML    Acrobat PDF (857 KB)





Browse Journals / Lookup Meetings

Browse by Journal and Year


   


Lookup Conference Papers

Close Browse Journals / Lookup Meetings

Article Tools

Share
Citations

Abstract

In this paper, an optical network optimization based on particle swarm intelligence is described. The particle swarm optimization (PSO) algorithm is evocated in order to solve the problem of resource allocation (RA) based on the signal-to-noise plus interference ratio optimization in a hybrid wavelength division multiplexing/optical code division multiplexing network with quality-of-service restrictions. The RA optimization based on the PSO strategy allows the regulation of the transmitted power in order to maximize the energy efficiency. For the network optimization context, a system model is described, figures of merit are presented, and a suitable model for the heuristic optimization approach is developed, with emphasis on the optimization of input parameters and network performance. Afterward, extensive numerical results for both optimization problems are discussed, taking into account realistic network operation scenarios.

© 2013 Optical Society of America

OCIS Codes
(060.2330) Fiber optics and optical communications : Fiber optics communications
(060.4510) Fiber optics and optical communications : Optical communications
(060.4256) Fiber optics and optical communications : Networks, network optimization

ToC Category:
Research Papers

History
Original Manuscript: September 24, 2012
Revised Manuscript: February 13, 2013
Manuscript Accepted: March 28, 2013
Published: April 29, 2013

Citation
Fábio Renan Durand and Taufik Abrão, "Energy-Efficient Power Allocation for WDM/OCDM Networks With Particle Swarm Optimization," J. Opt. Commun. Netw. 5, 512-523 (2013)
http://www.opticsinfobase.org/jocn/abstract.cfm?URI=jocn-5-5-512


Sort:  Author  |  Year  |  Journal  |  Reset  

References

  1. E. Wong, “Next-generation broadband access networks and technologies,” J. Lightwave Technol., vol.  30, no. 4, pp. 597–608, Feb. 2012. [CrossRef]
  2. H. Beyranvand and J. Salehi, “All-optical multiservice path switching in optical code switched GMPLS core network,” J. Lightwave Technol., vol.  27, no. 12, pp. 2001–2012, June 2009. [CrossRef]
  3. H. Yin and D. J. Richardson, Optical Code Division Multiple Access Communication Networks: Theory and Applications. Berlin: Springer-Verlag & Tsinghua University, 2009.
  4. F. R. Durand, M. Lima, and E. Moschim, “Impact of PMD on hybrid WDM/OCDM networks,” IEEE Photon. Technol. Lett., vol.  17, no. 12, pp. 2787–2789, Dec. 2005. [CrossRef]
  5. F. R. Durand and T. Abrão, “Distributed SNIR optimization based on the Verhulst model in optical code path routed networks with physical constraints,” J. Opt. Commun. Netw., vol.  3, no. 9, pp. 683–691, Sept. 2011. [CrossRef]
  6. F. R. Durand, M. S. Filho, and T. Abrão, “The effects of power control on the optical CDMA random access protocol,” Opt. Switch. Netw., vol.  9, pp. 52–60, Jan. 2012. [CrossRef]
  7. N. Tarhuni, T. Korhonen, M. Elmusrati, and E. Mutafungwa, “Power control of optical CDMA star networks,” Opt. Commun., vol.  259, pp. 655–664, Mar. 2006. [CrossRef]
  8. E. Inaty, R. Raad, P. Fortier, and H. M. H. Shalaby, “A fair QoS-based resource allocation scheme for a time-slotted optical OV-CDMA packet network: a unified approach,” J. Lightwave Technol., vol.  26, no. 21, pp. 1–10, Jan. 2009.
  9. E. Inaty, H. Shalaby, P. Fortie, and L. Rusch, “Multirate optical fast frequency hopping CDMA system using power control,” J. Lightwave Technol., vol.  20, no. 2, pp. 166–177, Mar. 2002. [CrossRef]
  10. C. C. Yang, J. F. Huang, and T. C. Hsu, “Differentiated service provision in optical CDMA network using power control,” IEEE Photon. Technol. Lett., vol.  20, no. 20, pp. 1664–1666, 2008. [CrossRef]
  11. S. Khaleghi and M. R. Pakravan, “Quality of service provisioning in optical CDMA packet networks,” J. Opt. Commun. Netw., vol.  2, no. 5, pp. 283–292, Feb. 2010. [CrossRef]
  12. H. Yashima and T. Kobayashi, “Optical CDMA with time hopping and power control for multirate networks,” J. Lightwave Technol., vol.  21, pp. 695–702, Mar. 2003. [CrossRef]
  13. T. Miyazawa and I. Sasase, “Multirate and multiquality transmission scheme using adaptive overlapping pulse-position modulator and power controller in optical CDMA networks,” in IEEE Int. Conf. Networks, Nov. 2004, pp. 127–131.
  14. R. Raad, E. Inaty, P. Fortier, and H. M. H. Shalaby, “Optimal resource allocation scheme in a multirate overlapped optical CDMA system,” J. Lightwave Technol., vol.  25, no. 8, pp. 2044–2053, Aug. 2007. [CrossRef]
  15. M. Tang, C. Long, and X. Guan, “Nonconvex optimization for power control in wireless CDMA networks,” Wireless Personal Commun., vol.  58, no. 4, pp. 851–865, 2011. [CrossRef]
  16. Q. Zhu and L. Pavel, “Enabling differentiated services using generalized power control model in optical networks,” IEEE Trans. Commun., vol.  57, no. 9, pp. 2570–2575, Sept. 2009. [CrossRef]
  17. H. Elkamchouchi, H. Elragal, and M. Makar, “Power control in CDMA system using particle swarm optimization,” in 24th National Radio Science Conference, Cairo, 2007, pp. 1–8.
  18. E. Mutafungwa, “Comparative analysis of the traffic performance of fiber-impairment limited WDM and hybrid OCDM/WDM networks,” Photon. Netw. Commun., vol.  13, pp. 53–66, Jan. 2007. [CrossRef]
  19. F R. Durand, L. Galdino, L. H. Bonani, F. R. Barbosa, M. L. F. Abbade, and E. Moschim, “The effects of polarization mode dispersion on 2D wavelength-hopping time spreading code routed networks,” Photon. Netw. Commun., vol.  20, no. 1, pp. 27–32, Aug. 2010. [CrossRef]
  20. F. R. Durand, M. L. F. Abbade, F. R. Barbosa, and E. Moschim, “Design of multi-rate optical code paths considering polarization mode dispersion limitations,” IET Commun., vol.  4, no. 2, pp. 234–239, Jan. 2010. [CrossRef]
  21. C.-S. Brés and P. R. Prucnal, “Code-empowered lightwave networks,” J. Lightwave Technol., vol.  25, no. 10, pp. 2911–2921, Oct. 2007. [CrossRef]
  22. Y.-K. Huang, V. Baby, I. Glesk, C.-S. Bres, C. M. Greiner, D. Iazikov, T. W. Mossberg, and P. R. Prucnal, “Novel multicode-processing platform for wavelength-hopping time-spreading optical CDMA: a path to device miniaturization and enhanced network functionality,” IEEE J. Sel. Top. Quantum Electron., vol.  13, no. 5, pp. 1471–1479, Sept./Oct. 2007. [CrossRef]
  23. ThorLabs, High-power pm circulators [Online]. Available: http://www.thorlabs.us/NewGroupPage9.cfm?ObjectGroup_ID=373 .
  24. G. P. Agrawal, Fiber-Optic Communication Systems. Wiley, 2002.
  25. N. Stefanovic and L. Pavel, “An analysis of stability with time-delay of link level power control in optical networks,” Automatica, vol.  45, pp. 149–154, 2009. [CrossRef]
  26. G. Pavani, L. Zuliani, H. Waldman, and M. Magalhães, “Distributed approaches for impairment-aware routing and wavelength assignment algorithms in GMPLS networks,” Comput. Netw., vol.  52, no. 10, pp. 1905–1915, July 2008. [CrossRef]
  27. J. Kennedy and R. C. Eberhart, “Particle swarm optimization,” in Proc. of IEEE Int. Conf. on Neural Networks, Piscataway, NJ, 1995, pp. 1942–1948.
  28. A. E. Olsson, Particle Swarm Optimization: Theory, Techniques and Applications. Hauppauge, New York: Nova Science Publishers, 2011.
  29. T. Abrão, L. D. Sampaio, M. Proença, B. A. Angélico, and P. J. E. Jeszensky, “Multiple access network optimization aspects via swarm search algorithms,” in Search Algorithms and Applications, N. Mansour, ed. Vienna: InTech, 2011, vol. 1, pp. 261–298.
  30. K. Zielinski, P. Weitkemper, R. Laur, and K. Kammeyer, “Optimization of power allocation for interference cancellation with particle swarm optimization,” IEEE Trans. Evol. Comput., vol.  13, no. 1, pp. 128–150, Feb. 2009. [CrossRef]
  31. N. Nedjah and L. M. Mourelle, Swarm Intelligent Systems. Berlin/Heidelberg: Springer-Verlag, 2006.
  32. A. Chatterjee and P. Siarry, “Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization,” Comput. Oper. Res., vol.  33, no. 3, pp. 859–871, Mar. 2006. [CrossRef]
  33. M. Moustafa, I. Habib, and M. Naghshineh, “Genetic algorithm for mobiles equilibrium,” in 21st Century Military Communications Conf. Proc., 2000, pp. 70–74.
  34. R. S. Tucker, “Green optical communications. Part I: energy limitations in transport,” IEEE J. Sel. Top. Quantum Electron., vol.  17, no. 2, pp. 245–260, Mar.–Apr. 2011. [CrossRef]
  35. R. S. Tucker, “Green optical communications. Part II: energy limitations in networks,” IEEE J. Sel. Top. Quantum Electron., vol.  17, no. 2, pp. 261–274, Mar–Apr. 2011. [CrossRef]
  36. S. Yoo, “Energy efficiency in the future Internet: the role of optical packet switching and optical label switching,” IEEE J. Sel. Top. Quantum Electron., vol.  17, no. 2, pp. 406–418, Mar.–Apr. 2011. [CrossRef]
  37. D. Goodman and N. Mandayan, “Power control for wireless data,” IEEE Pers. Commun., vol.  7, no. 2, pp. 48–54, Apr. 2000. [CrossRef]
  38. W. Van Heddeghem, F. Idzikowski, W. Vereecken, D. Colle, M. Pickavet, and P. Demeester, “Power consumption modeling in optical multilayer networks,” Photon. Netw. Commun., vol.  24, no. 2, pp. 86–102, Oct. 2012. [CrossRef]

Cited By

Alert me when this paper is cited

OSA is able to provide readers links to articles that cite this paper by participating in CrossRef's Cited-By Linking service. CrossRef includes content from more than 3000 publishers and societies. In addition to listing OSA journal articles that cite this paper, citing articles from other participating publishers will also be listed.

« Previous Article  |  Next Article »

OSA is a member of CrossRef.

CrossCheck Deposited