Suboptimal resource allocation scheme for scalable video multicast in integrated mobile WiMAX/WLANs network

  • Authors

    • Wankhede Vishal A.
    • Anant R. More
    • M.S.G. Prasad
    2018-03-18
    https://doi.org/10.14419/ijet.v7i2.7.10297
  • Active-Set optimization, Greedy Weighted Algorithm, Mobile WiMAX, multicast, resource allocation, scalable video coding (SVC).

  • The goal of Resource Allocation Scheme (RAS) is to accomplish maximum usage of resources, assures Quality of Service (QoS), exploit throughput and diminish power consumption with viable algorithm complexity and scalability of system.  RA algorithm for dynamicRASin downlink Mobile WiMAX is to maximize the minimum rate of user while satisfying power constraint. This study emphasizes on scalable video transmission in Downlink Mobile WiMax BS with 5 WLAN’s each comprised of 10 users with different QoS requirements. Convex optimization techniques in scheduling algorithms marginally improve the performance measure as compared to traditional iterative non-linear methods. This study proposes Active-Set optimization technique for power allocation (PA) amongst sub-carrier per Subscriber Station (SS) and Greedy Weighted Algorithm (GWA) for sub-carrier allocation. Finally simulation results show that the proposed GWA and Active-Set optimization technique can effectively achieve maximum network throughput and number of satisfied users.

  • References

    1. [1] Jeffrey G. Andrews, Arunabha Ghosh, Rias Muhamed, “Fundamentals of WiMAX, Understanding Broadband Wireless Networkingâ€, Prentice Hall, ISBN 0-13-222552-2, 2007.

      [2] WiMAX TM System Evaluation Methodology, WiMAX Forum, Version 2.1, July 7, 2008.

      [3] Bo Rong, Yi Qian, Kejie Lu, “Integrated Downlink Resource Management for Multiservice WiMAX Networksâ€, IEEE TRANSACTIONS ON MOBILE COMPUTING, VOL .6. , NO. 6, JUNE 2007.

      [4] Chakchai So-In, Raj Jain, Abdel-Karim Tamimi, “Scheduling in IEEE 802.16e Mobile WiMAX Networks: Key Issues and a Surveyâ€, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. 27, NO. 2, FEBRUARY 2009.

      [5] Koon Hoo Teo, Zhifeng Tao, Jinyun Zhang,â€The Mobile Broadband WiMAX standard[Standards in Nutshell]â€, Signal Processing Magazine, IEEE, p144-148, 2007.

      [6] Etemad,K., Lai, M, “Mobile WiMAX:a technology update[Guest Editorial], vol. 46, pp 26-28, 2008.

      [7] Etemad, K., “Overview of mobile WiMAX technology and evolutionâ€, Communications magazine, IEEE, vol. 46, p31-40, 2008.

      [8] Miray Kas, Burcu Yargicoglu, Ibrahim Kopeoglu, and Ezhan Karasan, “A Survey on Scheduling in IEEE 802.16 Mesh Modeâ€, IEEE COMMUNICATIONS SURVEYS & TUTORIALS, VOL. 12, NO. 2, SECOND QUARTER 2010.

      [9] Bo Rong, Yi Qian and Kejie Lu, “Integrated Downlink Resource Management for Multiservice WiMAX Networksâ€, IEEE Transactions On Mobile Computing, VOL.6, NO.6, JUNE 2007.

      [10] Dusit Niyato and Ekram Hossain, “Radio Resource Management Games In Wireless Networks: An Apporach to Bandwidth Allocation and Admission Control for Polling Service in IEEE 802.16â€, IEEE Wireless Communications, February 2007.

      [11] Leonardo Badia, Andrea Baiocchi ,Simone Merlin, Silvano Pupolin, Andra Zanella and Michele Zorzi, “On The Impact of Physical Layer Awareness on Scheduling and Resource Allocation in Broadband Multicellular IEEE 802.16 Systemsâ€, IEEE Wireless Communication, February 2007.

      [12] Bo Rong and Yi Qian, “Adaptive Power Allocation and Call Admission Control in Multiservice WiMAX Access Networksâ€, IEEE Wireless Communications, February 2007.

      [13] Syed Hussain Ali, Ki-Dong Lee and Victor C.M. Leung, “Dynamic Resource Allocation in OFDMA Wireless Metropolitan Area Networksâ€, IEEE Wireless Communications, February 2007.

      [14] Andrea Goldsmith, “Wireless Communicationsâ€,ISBN:9780521837163, 2005

      [15] Sanam Sadr, Alagan Anpalagan and Kaamran Raahemifar, “Suboptimal Rate Adaptive Resource Allocation for Downlink OFDMA Systemsâ€, Hindawi Publishing Corporation, International Journal of Vehicular Technology, Volume 2009.

      [16] Ian C. Wong, Zukang Shen, Brian L. Evans and Jeffrey G. Andrews, “A Low Complexity Algorithm for Proportional Resource Allocation in OFDMA Systemsâ€, IEEE Workshop on Signal Processing Systems, 2004. SIPS 2004.

      [17] Liyanage, M.,Keio,Yokohama, “Low Complexity Resource Allocation Algorithm by Multiple Attribute Weighing and User Ranking for OFDMA Systemsâ€,First International Conference on Communications and Electronics, 2006. ICCE '06.

      [18] Wei Yu and John M. Cioffi, “On Constant Power Water-fillingâ€, IEEE International conference on Communications, 2001.

      [19] Zukang Shen, Jeffrey G. Andrews and Brian L. Evans, “Optimal Power Allocation in Multiuser OFDM Systemsâ€, IEEE GLOBECOM 2003.

      [20] Ayman Alsawah, Inbar Fijalkow, “FAIR SERVICE PROVISION IN OFDMA WITH PARTIAL CHANNEL-STATE INFORMATIONâ€,SPAWC 2008.

      [21] Mo-Han Fond, Robert Novak, Sean McBeath and Roshni Srinivasan, “Improved VoIP Capacity in Mobile WiMAX Systems Using Persistent Resource Allocationâ€, IEEE Communications Magazine, October 2008.

      [22] Spyros Xergias, Nikos Passas and Apostolis K. Salkintzis, “Centralized Resource Allocation for Multimedia Traffic in IEEE 802.16 Mesh Networksâ€, Proceedings of the IEEE, Vol. 96, No.1, January 2008.

      [23] Fen Hou, James She, Pin-Han Ho and Xuemin Shen, “A Flexible Resource Allocation and Scheduling Framework for Non-real-time Polling Service in IEEE 802.16 Networksâ€, IEEE Transactions On Wireless Communications, VOL. 8, NO. 2, FEBRUARY 2009.

      [24] Jianwei Huang, Vijay G. Subramanian, Rajeev Agrawal and Randall A. Berry, “Downlink Scheduling and Resource Allocation for OFDM Systemsâ€, IEEE Transactions on Wireless Communications, VOL. 8, NO. 1, JANUARY 2009.

      [25] Seong Taek Chung and Andrea Goldsmith, “Degrees of Freedom in Adaptive Modulation: A Unified Viewâ€, IEEE Trans. Communi., Vol. 49, No. 9, pp. 1561-1571, Sept. 2001.

      [26] Najib A. Odhah, Moawad I. Dessouky, Waleed E. Al-Hanafy, and Fathi E. Abd El-Samie, "Low Complexity Greedy Power Allocation Algorithm for Proportional Resource Allocation in Multi-User OFDM Systems",Journal of Telecommunications and Information Technology,4/2012.

      [27] Chien-Chi Kao, Shun-Ren Yang, Lee-Fan Chang, “A Resource Allocation Scheme for Scalable Video Multicast in WiMAX Relay Networksâ€, IEEE Transactions on Mobile Computing, Issue 1, Volume 12, Jan. 2013 [10]

      [28] J. Soldatos, E. Vayias, and G. Kormentzas, “On the Building Blocks of Quality of Service in Heterogeneous IP Networksâ€, IEEE Communications Surveys & Tutorials, vo.7, no.1, pp. 69-99, 2005.

      [29] Abdel Karim Al Tamimi, Raj Jain,â€Modeling and Resource Allocation for Mobile Video over WiMAX Broadband Wireless Networksâ€, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL.28, NO.3 , APRIL 2010.

      [30] Chih-Wei Huang ; Shiang-Ming Huang ; Po-Han Wu ; Shiang-Jiun Lin ; Jenq-Neng Hwang , " OLM: Opportunistic Layered Multicasting for Scalable IPTV over Mobile WiMAX ", IEEE Transactions on Mobile Computing, Vol. 11, Issue:3, pp. 453-463,2012

      [31] J. She, F. Hou, P.-H. Ho, and L.-L. Xie, “IPTV over WiMAX: Key Success Factors, Challenges, and Solutions [Advances in Mobile Multimedia]â€, IEEE Comm. Magazine, vol. 45, no.8, pp. 87-93, Aug. 2007.

      [32] W.-H. Kuo, T. Liu, and W. Liao, “Utility-Based Resource Allocation for Layer-Encoded IPTV Multicast in IEEE 802.16(WiMAX) Wireless Networksâ€, Proc. IEEE Int’l Conf. Comm. (ICC), pp. 1754-1759, June 2007.


      [33] S.-M, Huang, C.-W. Huang, P.-H. Wu, J.-N. Hwang, V. Gau, and Y.-C Chen, “Resource Efficient Opportunistic Multicast Scheduling for IPTV over Mobile WiMAXâ€, Proc. IEEE Vehicular Technology Conf. (VTC), pp. 1-5, May 2010.

      [34] pp. 1-5, May 2010.

      [35] Abdel Karim Al Tamimi, Chakchai So-In and Raj Jain,“Modeling and Resource Allocation for HD Videos over WiMAX Broadband Wireless Networksâ€, IEEE COMSOC MMTC E-LETTER, Vol.5, No.3, May 2010.

      [36] Wankhede V.A., Jha R., Dalal U.D.,â€Resource Allocation Algorithm for WiMAXâ€, IEEE International Conference on Computer and Networking,2011.

      [37] Wankhede V.A., Jha R., Dalal U.D.,â€Genetic Algorithm for Resource Allocation in WiMAX Networkâ€, International Journal of Communications, Network and System Sciences, Vol.5,No.6,2012.

      [38] Nassar Ksairi, Pascal Bianchi, Philippe Ciblat, Walid Hachem, “Resource Allocation for Downlink Cellular OFDMA Systems- Part I: Optimal Allocationâ€, IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 58, NO. 2, FEBRUARY 2010.

      [39] D. Bertsekas, “Nonlinear Programmingâ€, Athena Scientific, 1995.

      [40] Stephen Boyd, Lieven Vandenberghe, “Convex Optimizationâ€, Cambridge University Press. [1]

      [41] Thomas Weise,“Global Optimization Algorithms- Theory and Application-“, Version 2009-06-26.

      [42] P. Rama Murthy, “Operations Researchâ€, New Age International Publishers.

      [43] Bothina El-Sobky, “An Active-Set Trust-Region Algorithm for Solving Constrained Multi-Objective Optimization Problemâ€, Applied Mathematical Sciences, Vol. 6, no.33, 1599-1612, 2012.

      [44] M. Kuran, G. Gur, T. Tugcu, and F. Alagoz, “Cross –layer Routing-Scheduling in IEEE 802.16 Mesh Networksâ€, in Proceedings of the 1st International Conference on MOBILE Wireless MiddleWARE, Operating Systems, and Applications. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), ICST, Brussels, Belgium, 2008.

      [45] M. Ahmed, “Call Admission Control in Wireless Networks: a Comprehensive Surveyâ€, IEEE Communications Surveys & Tutorials, vol. 7, no.1, pp. 49-68, 2005.

  • Downloads

  • How to Cite

    Vishal A., W., R. More, A., & Prasad, M. (2018). Suboptimal resource allocation scheme for scalable video multicast in integrated mobile WiMAX/WLANs network. International Journal of Engineering & Technology, 7(2.7), 69-76. https://doi.org/10.14419/ijet.v7i2.7.10297