Skip to main content
SpringerLink
Log in

Development and Comparison Between Resource Allocation Strategies Based on Intelligent Scheme and Traditional Distributed Dynamic Resource Allocation Strategies in Mobile Communication Networks

  • Published:
Wireless Personal Communications Aims and scope Submit manuscript

Abstract

The third generation of mobile communication aims to transmit not only voice and text but also videos and multimedia data. Furthermore, in the future it is expected to involve web browsing, file transfer, and database access. This requires wireless cellular networks to efficiently support packet data traffic. Therefore, challenge in the design of wireless networks is to support both voice and packet data service of traffic with different QoS-parameters. On the other hand one aspect of this challenge is to develop an efficient scheme for assigning resources to new arriving calls or handoff of different traffic types. Since the blocking probability is one of the most important QoS- parameters, the QoS of wireless cellular networks are often measured in terms of two probabilities, the first is the new call blocking probability that a new call cannot be satisfied because of the unavailability of a proper free channel, and the second is the handoff blocking probability that a proper free channel is not available when a mobile station (MS) wants to move into a neighboring cell. To meet this aspect of the challenge, this proposal proposes a new assignment scheme based on intelligent methodologies to utilize frequency spectrum efficiently and to reduce call blocking probabilities.

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

Similar content being viewed by others

References

  1. 1 I. Katzela and M. Naghshineh, “Channel Assignment Schemes for Cellular Mobile Telecommunication Systems”, IEEE Personal Communications, Vol. 3, No. 3, June 1996.

  2. 2 M. Zhang and T. -S.P. Yum, “Comparisons of Channel-Assignment Strategies in Cellular Mobile Telephone Systems”, IEEE Transactions on Vehicular Technology, Vol. 38, No. 4, November 1989.

  3. 3 T. Lee and C-S. Hwang, “An Efficient Distributed Channel Allocation Scheme Through Statistical Analysis in Cellular Networks”, Proceedings of the Seventeenth IASTED International Conference Applied Informatics, February, 1999, Austria.

  4. 4 Y. Jun and S. Cheng, “A New Dynamic Channel Assignment Strategy in Cellular Mobile Communication Systems”, IEEE International Conference on Communications, Vol. 3–4, 1992.

  5. 5 W. Wei, B.H. Soong, P.T. Tan, E. Gunawan, and C.B. Soh, “Distributed Algorithms for Dynamic Channel Allocation in Cellular Mobile Systems”, IEEE Universal Personal Communications, 1994.

  6. 6 S. Nesargi and R. Prakash, “Distributed Wireless Channel Allocation in Networks with Mobile Base Stations”, Proceedings of INFOCOM, 1999.

  7. 7 D.-K. Park, K. Okada, and S. Yoshimoto, “Performance of Distributed Dynamic Channel Assignment in Cellular Systems”, Journal of the Communications Research Laboratory, No. 3, Nov. 1995, Japan.

  8. 8 S. Azad and R. Sankar, “Performance of Channel Assignment Strategies in Cellular Systems”, Proceedings IEEE southeastcon'99. Technology on the Brink of 2000, March 1999.

  9. 9 K. Okada and F. Kubota, “On Dynamic Channel Assignment in Cellular Mobile Radio Systems”, IEEE International Symposium, 1991.

  10. 10 K. Shimada, Masakazu, and T. Abe, “A Flexible Hybrid Channel Assignment Strategy Using an Artificial Neural Network in a Cellular Mobile Communication System”, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Science, Vol. E78-A, No. 6, June 1995.

  11. 11 R. Prakash, M. Singhal, and N.G. Shivaratri, “Distributed Dynamic Channel Allocation for Mobile Computing”, Proceedings of the Fourtheenth Annual ACM Symposium on Principles of Distributed Computing, Ottawa, pp. 20–23, 1995.

  12. 12 L.J. Cimini and G.J. Foschini, “Distributed Dynamic Channel Allocation Algorithms for Microcellular Systems”, Wireless Communications, Future Directions, Kluwer Academic Publishers, Boston, London, 1993.

    Google Scholar 

  13. 13 J. Raiyn, “Ueberblick ueber QoS-Aspekte drahtloser Netwerke und Multimedia-Standards”, DFG-Kolloquium, Kaiserslautern, Germany 2001.

    Google Scholar 

  14. 14 M.N. Huhns and M.P. Singh, “Readings in Agents”, Morgan Kaufmann Publishers, USA 1998.

    Google Scholar 

  15. 15 H. Helin, H. Laamanen, and K. Raatikainen, “Mobile Agent Communication in Wireless Networks”, ITG- Fachberichte, European Wireless, VDE Verlag Berlin, 1999.

    Google Scholar 

  16. 16 M. Dalmeijer, D.K. Hammer, and A.T.M. Aerts, “Mobile Software Agents”, Computers in Industry, Vol. 41, No. 3, May 2000.

  17. 17 Y. Labrou, T. Fini, and Y. Peng, “Agent Communication Languages: The Current Landscape”, IEEE Intelligent Agent, March/April 1999.

  18. 18 A.L.G. Hayzelden and J. Bigham, “Agent Technology in Communications Systems: An Overview”, The Knowledge Engineering Review, United Kingdom, Vol. 14, No. 4, 1999.

  19. 19 P. Antsaklis, “Defining Intelligent Control”, IEEE Control Systems, Vol. 14, No. 3, June 1999.

  20. 20 F. A. Cruz-Perez and D. Lara-Roderiguez, “Distributed Dynamic Channel Assignment with Violation to the Reuse Pattern for Microcellular Networks”, IEEE Transactions on Vehicular Technology, Vol. 51, November 2002.

  21. 21 L. Cong, E. Gunawan, “Performance Analysis of Dynamic Channel Assignment Algorithms in Cellular Mobile Systems with Hand-off”, International Journal of Communication Systems, 2002.

  22. 22 R. Vannithamby and E. S. Sousa, “A Channel Allocation Scheme for both Uniform and Non-Uniform Traffic Environment in Cellular Networks”, 12th International Symposium on Personal, Indoor and Mobile Radio Communications, California USA, 2001.

  23. 23 S. Gupta and P. Srimani, “Distributed Dynamic Channel Allocation in Mobile Networks: Combining Search and Update”, The Journal Supercomputing, Vol. 17, No. 1, August 2000.

  24. 24 E. Reinhold and F. Walter, “Mobilfunknetze”, Vieweg, Braunschweig, 1993.

    Google Scholar 

  25. 25 G.I. Zysman and H. Menkes, “Wireless Mobile Communications at the Start of the 21st Century”, IEEE Communications Magazine, January 2001.

  26. 26 J. Castro at., “Software Engineering for Large-Scale Multi-Agent Systems”, Springer- Verlag Berlin 2003.

    Google Scholar 

  27. 27 M. Luck, V. Marik, O. Stepankova, and R. Trappl, “Multi-Agent Systems and Applications”, Springer 2001.

  28. 28 G. Cao, “Integration Distributed Channel Allocation and Adaptive Handoff Management for QoS-Sensitive Cellular Networks”, Wireless Networks 9, 2003.

  29. 29 N. Herscovici and C. Christodoulou, “Smart-Antenna Systems for mobile Communication Networks”, IEEE Antenna's and Propagation Magazine, Vol. 44, No. 3, June 2002.

  30. 30 S. Hurley, “Planning Effective Cellular Mobile Radio Networks”, IEEE Transactions on Vehicular Technology, Vol. 51, No 2, March 2002.

  31. 31 E. Del Re, R. Fantacci, and G. Giambene, “Call Blocking Performance for Dynamic Channel Allocation Technique in Mobile Satellite Systems”, IEE Proc. Commun., Vol. 143, No. 5, Oct. 1996.

  32. 32 M. Pechovcek, “Multi-Agent Systems and Applications 3”, 3rd International Central and Eastern European Conference on Multi-Agent Systems, Springer, Berlin, 2003.

    Google Scholar 

  33. 33 J. Hartroth and D. Kottmann, “Mobile Softwareagenten: Entwicklungsstand und Einsatzperspektiven”, Theorie und Praxis der Wirtschaftsinformatik, heft 190, Huethig, Juli, 1996.

  34. 34 D.V. Thanh, S. Steensen, and J.A. Audestand, “Mobility Management and Roaming with Mobile Agents”, International Workshop, MWCN 2000, Paris, May 2000.

  35. 35 H.S. Nwana and D.T. Ndumu, “An Introduction to Agent Technology”, BT Technology Journal, Vol. 14, No. 4, 1996.

  36. 36 S. Albayrak, “Intelligent Agents for Telecommunication Applications”, Third International Workshop, IATA'99 Stockholm, Sweden, August 1999.

  37. 37 T. Springer, T. Ziegert, and A. Schill, “Mobile Agents as an Enabling Technology for Mobile Computing Applications”, Kuenstliche Intelligenz, Oktober, Heft 4, 2000.

  38. 38 V.H. Mac Donald, “Advanced Mobile Phone Service: The Cellular Concept”, The Bell System Technical Journal, Vol. 58, No. 1, January 1979.

  39. 39 F.A. Cruz-Perez and D.L.-Rodriguez, “DDCA with VRP: A New Family of Distributed Dynamic Channel Assignment Algorithms for Microcellular Systems”, 48th IEEE Vehicular Technology Conference, Qttawa, Canada, May 1998.

  40. 40 M. Yeqin and F. Guangzeng, “A New Dynamic Channel Allocation Scheme for Microcellular Systems”, International Conference on Communication Technology, October 1998, China.

  41. 41 M. Scheibenbogen, S. Clausen, and A. Guntsch, “Dynamical Channel Allocation in Hierachical Cellular Systems”, IEEE Pacific RIM Conference, Vol. 1, Victoria, Canada 1997.

  42. 42 P. Tejaskumar, D.K. Anvekar, and B.S. Sonde, “DCBWL: A New Channel Borrowing Scheme for Mobile Cellular Communication Systems”, Proceedings of the 1996 IEEE International Conferences on Personal Wireless Communications, New Delhi, India, February 1996.

  43. 43 W. Lee, “Mobile Cellular Telecommunications: Analog and Digital Systems”, Second Edition, Mc Graw-Hill, 1995.

  44. 44 S. H. Clearwater, “Market-Based Control: A Paradigm for Distributed Resource Allocation”, World Scientific, New Jersey 1996.

    Google Scholar 

  45. 45 F. Scholtz and H. Hanrahan, “Market Based Control of SCP Congestion in Intelligent Networks”, SATNAC, 1999.

  46. 46 Q.B. George, I. Zysman, and H. Menkes, “Wireless Mobile Communications at the Start of the 21st Century”, IEEE Communication Magazine, January 2001.

  47. 47 E.L. Bodanese and L.G. Cuthbert, “Application of Intelligent Agents in Channel Allocation Strategies for Mobile Networks”, IEEE International Conference on Communications, Vol. 1, pp. 18–22, June 2000.

    Google Scholar 

  48. 48 J. Misic and Y.B. Tam, “Non- Uniform Traffic Issues in DCA Wireless Multimedia Networks”, Wireless Networks 9, 2003.

  49. 49 S. Sarkar and K.N. Sivarajan, “Channel Assignment Algorithms Satisfying Cochannel and Adjacent Channel Reuse Constraints in Cellular Mobile Networks”, IEEE Transactions on Vehicular Technology, Vol. 51, No. 5, September 2002.

  50. 50 S. Anand, A. Sridharan, and K.N. Sivarajan, “Performance Analysis of Channelized Cellular Systems with Dynamic Channel Allocation”, IEEE Transactions on Vehicular Technology, Vol. 52, No. 4, July 2003.

  51. 51 K.M. Sim, “A MARKET-DRIVEN MODEL FOR DESIGNING NEGOTIATION AGENTS”, Computational Intelligence, Vol. 18, No. 4, 2002.

  52. 52 H. Voos and L. Litz, “A NEW APPROACH FOR OPTIMAL CONTROL USING MARKET-BASED ALGORITHMS”, Proceedings of the European Control Conference ECC, 1999.

  53. 53 H. Voos, “Market-Based Control of Complex Dynamic Systems”, Proceedings of 1999 IEEE International Symposium on Intelligence Control, Cambridge, Sept. 1999.

  54. 54 P. Hung, A.S. Wolf, and K. Sycara, “DESIGN of a Multi-Unit DOUBLE AUCTION E-market”, Computional Intelligence, Vol. 18, No. 4, 2002.

  55. 55 M. Dramitinos, G.D. Stamoulis, and C. Courcoubetis, “Auction-Based Resource Reservation in 2.5/3G Networks”, Mobile Networks and Applications Vol. 9, pp. 557–566, 2004.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Researcher Fellow, School for Electrical Engineering, Tel-Aviv University, Tel-Aviv, Israel

    Jamal Raiyn

Authors
  1. Jamal Raiyn
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Jamal Raiyn.

Additional information

Jamal Raiyn received the first MS degree (Diplom) in applied mathematics from Siegen University in Germany, in 1998, and the second MS degree in mathematics and computer science from Hannover University in Germany, in 2000. From January 2001 to April 2002, he worked in institute for Data Communications System at the University of Siegen in Germany. Since September 2002 till now, he is a lecturer in computer science department at the Al-Kasemi Academy in Israel, and he is working toward PhD degree at BIU in Tel-Aviv/Israel. In addition a fellow researcher in school for electrical engineering Tel-Aviv University in Israel.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Raiyn, J. Development and Comparison Between Resource Allocation Strategies Based on Intelligent Scheme and Traditional Distributed Dynamic Resource Allocation Strategies in Mobile Communication Networks. Wireless Pers Commun 40, 495–509 (2007). https://doi.org/10.1007/s11277-006-9117-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11277-006-9117-7

Keywords

Search

Navigation