Abstract
This article design PON with working vacation mechanism about bandwidth distribution in uplink direction, and optimize the serving rate of vacation and roving by ant colony algorithms (ACA), giving the objective function. The convergence speed can be improved by setting the threshold of objectives. More and more ants concentrate towards the optimal solution space in the result of the change of hormones with the objective function about the cost of system, and the optimal solution is found. The numerical experiments show that this method can allocate rational severing rate for every ONU with high speed of convergence.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Chadim, A., Yinghua, Y., Sudhir, D.: Dynamic Bandwidth Allocation for Quality-of-Service Over Ethernernet PONs. J. IEEE Journal on selected Areas in Communications 21(9), 1467–1477 (2003)
Dhaini, A.R., Assi, C.M., Maier, M.: Dynamic wavelength and bandwidth allocation in hybrid TDM/WDM EPON network. J. Journal of Lightwave Technology 25(1), 227–286 (2007)
Hsueh, Y.-L., Rogge, M.S., Yamamoto, S.: A highly flexible and efficient passive optical employing dynamic wavelength allocation. J. Journal of Lightwave Technology 23(1), 277–285 (2005)
McGarry, M.P., Maier, M.: WDM Ethernet passive optical network. J. IEEE Optical Communications 44(2), S18–S25 (2006)
Servi, L., Finn, S.: M/M/1 queue with working vacation MM/1 WV. J. Perfor. Eval. 50, 41 (2007)
Duan Haibin, C.: Ant colony algorithm and its application. Science Press, Beijing (2005)
Shiyong, L., Yongqiang, C., Yan, L., et al.: Ant colony algorithm and its application. Harbin Institute of Technolgy Press, Harbin (2004)
Dartgo, M., Maniezzo, V.: Colony Ant System: Optimization by a Colony Cooperating Agent. J. IEEE Transactions on Systems, Man and Cybemetics-bart B:Cybernetics 26(1), 29–41 (1996)
Zheng, W., Crowcroft, J.: Quality of Service Routing for supporting Multimedia Applications. J. IEEE Journal on selected Areas in Communications 14(7), 1228–1234 (1996)
Ying, W., Jianying, X.: An adaptive ant colony algorithm and its simulation. J. Journal of system simulation 14(1), 31–33 (2004)
Shunli, Y., Naishuo, T.: N-strategy and M/P/1 working vacation queue. Qinhuangdao: YanShan university master’s thesis (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhu, Y., Ma, Y., Zheng, D., Zhao, L., Han, X. (2009). Research on Passive Optical Network Based on Ant Colony Algorithms for Bandwidth Distribution in Uplink Direction. In: Liu, W., Luo, X., Wang, F.L., Lei, J. (eds) Web Information Systems and Mining. WISM 2009. Lecture Notes in Computer Science, vol 5854. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-05250-7_34
Download citation
DOI: https://doi.org/10.1007/978-3-642-05250-7_34
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-05249-1
Online ISBN: 978-3-642-05250-7
eBook Packages: Computer ScienceComputer Science (R0)