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The ‘Two-Hop Principle’: Stability of MAS in Communications Networks

  • John Debenham
  • Ante Prodan
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8062)

Abstract

A joint university / industry collaboration is investigating the deployment of MAS technology to manage wireless communications networks. These systems are very large and are situated in a chaotic environment which suggests the use of distributed intelligent control that aims to continually improve, whilst not expecting to optimise, network performance. A key problem is ensuring the stability of these large, distributed control systems. A sequence of management systems have been developed over four years from which we have abstracted our ‘two-hop principle’. We conjecture that the principle has wider application to multiagent network management systems. The generic principle is described and experiments are reported to illustrate the stability observed.

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References

  1. 1.
    Debenham, J., Prodan, A.: A multiagent system for self-organisation of an 802.11 mesh network. In: Mařík, V., Strasser, T., Zoitl, A. (eds.) HoloMAS 2009. LNCS, vol. 5696, pp. 244–253. Springer, Heidelberg (2009)CrossRefGoogle Scholar
  2. 2.
    3GPP: Technical specification 25.214. physical layer procedures (fdd). Technical report (2005)Google Scholar
  3. 3.
    Li, T., Leith, D., Badarla, V., Malone, D., Cao, Q.: Achieving end-to-end fairness in 802.11e based wireless multi-hop mesh networks without coordination. Mobile Networks and Applications 16(1), 17–34 (2011)CrossRefGoogle Scholar
  4. 4.
    Debenham, J., Prodan, A.: Self-organisation of an 802.11 mesh network. In: García-Pedrajas, N., Herrera, F., Fyfe, C., Benítez, J.M., Ali, M. (eds.) IEA/AIE 2010, Part I. LNCS, vol. 6096, pp. 113–122. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  5. 5.
    Ko, B.J., Misra, V., Padhye, J., Rubenstein, D.: Distributed Channel Assignment in Multi-Radio 802.11 Mesh Networks. Technical report, Columbia University (2006)Google Scholar
  6. 6.
    Mishra, A., Rozner, E., Banerjee, S., Arbaugh, W.: Exploiting partially overlapping channels in wireless networks: Turning a peril into an advantage. In: ACM/USENIX Internet Measurement Conference (2005)Google Scholar
  7. 7.
    Mishra, A., Shrivastava, V., Banerjee, S.: Partially Overlapped Channels Not Considered Harmful. In: SIGMetrics/Performance (2006)Google Scholar
  8. 8.
    Hiertz, G., Denteneer, D., Stibor, L., Zang, Y., Costa, X., Walke, B.: The IEEE 802.11 universe. IEEE Communications Magazine 48(1), 62–70 (2010)CrossRefGoogle Scholar
  9. 9.
    Vadgama, S., Hunukumbure, M.: Trends in green wireless access networks. In: 2011 IEEE International Conference on Communications Workshops (ICC), pp. 1–5 (2011)Google Scholar
  10. 10.
    Lorincz, J., Capone, A., Bogarelli, M.: Energy savings in wireless access networks through optimized network management. In: Proceedings of the 5th IEEE International Conference on Wireless Pervasive Computing, Piscataway, NJ, USA, pp. 449–454. IEEE Press (2010)Google Scholar
  11. 11.
    Dahlman, E., Parkvall, S., Sköld, J., Beming, P.: 3G Evolution: HSPA and LTE for Mobile Broadband. Academic Press (2008)Google Scholar
  12. 12.
    Fehske, A.J., Richter, F., Fettweis, G.P.: Energy efficiency improvements through micro sites in cellular mobile radio networks. In: Globecom Workshops (2009)Google Scholar
  13. 13.
    FIPA: Communicative act library specification. Technical Report SC00037J, Foundation for Intelligent Physical Agents, Geneva, Switzerland (2002)Google Scholar
  14. 14.
    Karl, H., Willig, A.: Protocols and Architectures for Wireless Sensor Networks. John Wiley and Sons (2005)Google Scholar
  15. 15.
    Chieochan, S., Hossain, E., Diamond, J.: Channel assignment schemes for infrastructure-based 802.11 WLANs: A survey. IEEE Communications Surveys Tutorials 12(1), 124–136 (2010)CrossRefGoogle Scholar
  16. 16.
    Ramachandran, K., Belding, E., Almeroth, K., Buddhikot, M.: Interference-aware channel assignment in multi-radio wireless mesh networks. In: Proceedings of Infocom 2006, Barcelona, Spain, pp. 1–12 (2006)Google Scholar
  17. 17.
    Prodan, A.: A Multiagent System for Topology Control on Multi-Radio Wireless Mesh Networks. PhD thesis, University of Technology, Sydney (2010)Google Scholar
  18. 18.
    Debenham, J., Prodan, A., Lin, K.: LTE power conservation. Technical report, UTS — Alcatel-Lucent (July 2012)Google Scholar
  19. 19.
    Fodor, G., Koutsimanis, C., Rácz, A., Reider, N., Simonsson, A., Müller, W.: Intercell Interference Coordination in OFDMA Networks and in the 3GPP Long Term Evolution System. Journal of Communications 4(7), 445–453 (2009)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • John Debenham
    • 1
  • Ante Prodan
    • 2
  1. 1.QCISUniversity of TechnologySydneyAustralia
  2. 2.School of Computing & MathematicsUniversity of Western SydneyAustralia

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