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Joint packet scheduling and resource allocation with quality fairness for wireless VoD system

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Abstract

This paper investigates the problem of multiuser packet scheduling and resource allocation for video transmission over downlink OFDMA networks. A cross-layer approach is proposed to maximize the received video quality under the video quality fairness constraint. Unlike the previous methods in which the objective index is estimated the video quality in the unit of bit, the proposed algorithm develops the objective index in unit of packet, which is more fit for video transmission. In order to solve the optimization problem, a suboptimal algorithm of joint packet scheduling and resource allocation is proposed. The algorithm is compatible with the emerging wireless standards, such as IEEE 802.16. The simulation results show that the proposed method outperforms the conventional resource allocation schemes in terms of received video qualities and quality fairness.

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References

  1. IEEE Standard for local and metropolitan area networks; part 16: air interface for fixed broadband wireless access systems (2005). IEEE Std, 802.16e.

  2. Rohling, H., May, T., Bruninghaus, K., & Grunheid, R. (1999). Broad-band OFDM radio transmission for multimedia applications. Proceedings of the IEEE, 87(10), 1778–1789.

    Article  Google Scholar 

  3. Song, G., & Li, Y. (2005). Cross-layer optimization for OFDM wireless networks—part I: theoretical framework. IEEE Transactions on Communications, 4(2), 614–624.

    Google Scholar 

  4. Song, G., & Li, Y. (2005). Cross-layer optimization for OFDM wireless networks—part II: algorithm development. IEEE Transactions on Communications, 4(2), 625–634.

    Google Scholar 

  5. Rhee, W., & Cioffi, J. M. (2000). Increase in capacity of multiuser OFDM system using dynamic subchannel allocation. In IEEE VTC 2000, Tokyo, Japan, May 2000.

    Google Scholar 

  6. Shen, Z., Andrews, J. G., & Evans, B. L. (2005). Adaptive resource allocation in multiuser OFDM systems with proportional rate constraints. IEEE Transactions on Wireless Communications, 4(6), 2726–2737.

    Article  Google Scholar 

  7. Wrona, K., & Hallingstad, G. (2011). Real-time automated risk assessment in protected core networking. Telecommunications Systems, 45(2–3), 205–214.

    Google Scholar 

  8. Biagioni, A., Fantacci, R., Marabissi, D., & Tarchi, D. (2009). Adaptive subcarrier allocation schemes for wireless of dma systems in wimax networks. IEEE Journal on Selected Areas in Communications, 27(2), 217–225.

    Article  Google Scholar 

  9. Zhang, R., Regunathan, S. L., & Rose, K. (2000). Video encoding with optimal inter/intra-mode switching for packet loss resilience. IEEE Journal on Selected Areas in Communications, 18, 966–976.

    Article  Google Scholar 

  10. He, Z., Cai, J., & Chen, C. W. (2002). Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding. IEEE Transactions on Circuits and Systems for Video Technology, 12(6), 511–523.

    Article  Google Scholar 

  11. Baloch, A., Awan, I., & Min, G. (2010). A mathematical model for wireless channel allocation and handoff schemes. Telecommunications Systems, 45(4), 275–287.

    Article  Google Scholar 

  12. Zhang, X., & Du, Q. (2007). Cross-layer modeling for QoS-driven multimedia mulitcast/broadcast over fading channels in mobile wireless networks. IEEE Communications Magazine, 45(8), 62–70.

    Article  Google Scholar 

  13. Du, Q., & Zhang, X. (2010). Statistical QoS provisionings for wireless Unicast/Multicast of multi-layer video streams. IEEE Journal on Selected Areas in Communications, 28(3), 420–433.

    Article  Google Scholar 

  14. Xu, J., Shen, X., Mark, J. W., & Cai, J. (2008). Quasi-optimal channel assignment for real-time video in OFDM wireless systems. IEEE Transactions on Wireless Communications, 7(4), 1417–1427.

    Article  Google Scholar 

  15. Ha, H., Yim, C., & Kim, Y. Y. (2008). Distortion management scheme for multiuser video transmission in OFDM systems. In 5th IEEE CCNC, 10–12 Jan. 2008, pp. 795–799.

    Google Scholar 

  16. Bokhari, F. A., Yanikomeroglu, H., Wong, W. K., & Rahman, M. (2009). Cross-layer resource scheduling for video traffic in the downlink of OFDMA-based wireless 4G networks. EURASIP Journal on Wireless Communications and Networking, 21, 212783.

    Google Scholar 

  17. Khan, S., Brehmer, J., Kellerer, W., Utschick, W., & Steinbach, E. (2006). Application-driven cross-layer optimization for coded OFDMA systems. In 9th WPMC, San Diego, USA, Sep 2006.

    Google Scholar 

  18. Shen, C., & van der Schaar, M. (2008). Optimal resource allocation for multimedia applications over multiaccess fading channels. IEEE Transactions on Wireless Communication, 7(9), 3546–3557.

    Article  Google Scholar 

  19. Su, G.-M., Han, Z., Wu, M., & Liu, K. J. R. (2006). A scalable multiuser framework for video over OFDM networks: fairness and efficiency. IEEE Transactions on Circuits and Systems for Video Technology, 16(10), 1217–1231.

    Article  Google Scholar 

  20. Jalali, A., Padovani, R., & Pankaj, R. (2000). Data throughput of cdma-hdr: a high efficiency high data rate personal communications system. In Proc. IEEE 51st VTC, Tokyo, Japan.

    Google Scholar 

  21. Liu, Q., Wang, X., & Giannakis, G. B. (2006). A cross-layer scheduling algorithm with QoS support in wireless networks. IEEE Transactions on Vehicular Technology, 55(3), 839–847.

    Article  Google Scholar 

  22. Li, F., & Liu, G. (2009). Compressed-domain-based transmission distortion modeling for precoded H.264/AVC video. IEEE Transactions on Circuits and Systems for Video Technology, 19(12), 1908–1914.

    Article  Google Scholar 

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Acknowledgements

This work was supported in part by National Science and Technology Major Project 2010ZX03005-003, National Natural Science Foundation of China 61001095, National Hi-Tech Research and Development Plan of China under Grant 2009AA01180 and the Fundamental Research Funds for the Central Universities.

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Correspondence to Pinyi Ren.

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Li, F., Ren, P. Joint packet scheduling and resource allocation with quality fairness for wireless VoD system. Telecommun Syst 53, 139–146 (2013). https://doi.org/10.1007/s11235-013-9687-0

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