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Cross-Layer Analysis of Multiuser MIMO Systems Employing AMC with Delayed ARQ Feedback

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Abstract

In this paper, we proposed three scheduling policies, which select users according to the channel state and traffic state to get multiuser diversity and reduce the queue delay, in multiuser multiple input multiple output systems. Based on the scheduling policies, we analyze the multiuser queue model and develop a novel cross-layer design scheme combining the queue model with adaptive modulation and coding and automatic repeat request protocol, where the feedback delay of ACK/NAK from the receiver is considered. Simulations are carried out to verify the proposed multiuser scheduling policies and the cross-layer design scheme. It is shown that the proposed multiuser scheduling policies has good performance in the throughput and average delay; the proposed cross-layer design scheme can reduce average delay and obtain good throughput performance. Hence, the proposed scheme can be used to guarantee quality of service requirements.

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References

  1. Kong, Z., Kwok, Y.-K., & Wang, J. (2009). A low-complexity QoS-aware proportional fair multicarrier scheduling algorithm for OFDM systems. IEEE Transactions on Vehicular Technology, 58(5), 2225–2235.

    Article  Google Scholar 

  2. Ramis, J., & Femenias, G. (2013). Cross-layer QoS-constrained optimization of adaptive multi-rate wireless systems using infrastructure-based cooperative ARQ. IEEE Transactions on Wireless Communications, 12(5), 2424–2435.

    Article  Google Scholar 

  3. Telatar, E. (1999). Capacity of multi-antenna Gaussian channels. European Transactions on Telecommunications, 10(6), 585–596.

    Article  MathSciNet  Google Scholar 

  4. Zhou, Z., Vucetic, B., Dohler, M., & Li, Y. (2005). MIMO systems with adaptive modulation. IEEE Transactions on Vehicular Technology, 54(5), 1828–1842.

    Article  Google Scholar 

  5. Chen, C.-J., & Wang, L.-C. (2007). Performance analysis of scheduling in multiuser MIMO systems with zero-forcing receivers. IEEE Journal on Selected Areas in Communications, 25(7), 1435–1445.

    Article  Google Scholar 

  6. Louie, R. H. Y., McKay, M. R., & Collings, I. B. (2009). Maximum sum-rate of MIMO multiuser scheduling with linear receivers. IEEE Transactions on Communications, 57(11), 3500–3510.

    Article  Google Scholar 

  7. Liu, Q., Zhou, S., & Giannakis, G. B. (2004). Cross-layer combining of adaptive modulation and coding with truncated ARQ over wireless links. IEEE Transactions on Wireless Communications, 3(5), 1746–1755.

    Article  Google Scholar 

  8. Qi, J., & Aissa, S. (2007). Cross-layer design of enhanced AMC with truncated ARQ protocols. In Proceedings of the IEEE global telecommunications conference (pp. 3353–3357).

  9. Kobravi, A., & Shikh-Bahaei, M. (2007). Cross-layer adaptive ARQ and modulation tradeoffs. In Proceedings of the IEEE PIMRC’07, 3–7, Athens, Greece.

  10. Aniba, G., & Aissa, S. (2011). Cross-layer designed adaptive modulation algorithm with packet combining and truncated ARQ over MIMO Nakagami fading channels. IEEE Transactions on Wireless Communications, 10(4), 1026–1031.

    Article  Google Scholar 

  11. Maaref, A., & Aissa, S. (2004). Combined adaptive modulation and truncated ARQ for packet data transmission in MIMO systems. In Proceedings of the IEEE global telecommunication conference (Vol. 6, pp. 3818–3822).

  12. Qi, J., & Aissa, S. (2009). Cross-layer design for multiuser MIMO MRC systems with feedback constraints. IEEE Transactions on Vehicular Technology, 58(7), 3347–3360.

    Article  Google Scholar 

  13. Liu, Q., Zhou, S., & Giannakis, G. B. (2005). Queuing with adaptive modulation and coding over wireless links: Cross-layer analysis and design. IEEE Transactions on Wireless Communications, 4(3), 1142–1153.

    Article  Google Scholar 

  14. Zhou, Y., & Wang, J. (2006). Optimum sub-packet transmission for turbo-coded hybrid ARQ systems. IEEE Transactions on Communications, 5(5), 3080–3084.

    Google Scholar 

  15. Wang, X., Liu, Q., & Giannakis, G. B. (2007). Analyzing and optimizing adaptive modulation coding jointly with ARQ for QoS-guaranteed traffic. IEEE Transactions on Vehicular Technology, 56(2), 710–720.

    Article  Google Scholar 

  16. Ramis, J., & Femenias, G. (2011). Cross-layer design of adaptive multirate wireless networks using truncated HARQ. IEEE Transactions on Vehicular Technology, 60(3), 944–954.

    Article  Google Scholar 

  17. Ramis, J. (2012). Cross-layer design for quality of service provisioning in AMC/ARQ-based wireless networks. Palma: University of Balearic Islands.

    Google Scholar 

  18. Liao, X., Sun, X., Kong, L., & Jiang, J. Optimal cross-layer performance over MIMO fading channel with adaptive transmission, Wicom’09.

  19. Zhou, S., Zhang, K., Niu, Z., & Yang, Y. (2008). Queuing analysis on MIMO systems with adaptive modulation and coding, ICC.

  20. Zhang, H., & Cai, L. (2015). HePNC: A cross-layer design for MIMO networks with asymmetric two-way relay channel. In IEEE global communications conference (GLOBECOM).

  21. Badis, H., & Rached, A. (2015). Performance evaluation of MIMO-based MAC/PHYcross-layer design in multi-hop ad hoc networks. In IEEE 11th international conference on wireless and mobile computing, networking and communications (WiMob).

  22. Wu, Y., Wang, S., Liu, W., Guo, W., & Chu, X. (2016). Iunius: A cross-layer peer-to-peer system with device-to-device communications. IEEE Transactions on Wireless Communications, 15(10), 7005–7017.

    Article  Google Scholar 

  23. Gudino, L. J., & Anupama, K. R. (2016). Cross layer adaptive congestion control for best-effort traffic of IEEE 802.11e in mobile ad hoc networks. In 10th international symposium on communication systems, networks and digital signal processing (CSNDSP).

  24. Yang, Y., Chen, W., Li, O., Liu, Q., & Hanzo, L. (2016). Cross-layer design of adaptive network-coded QAM aided truncated ARQ in two-way relaying. In IEEE 83rd vehicular technology conference (VTC Spring).

  25. Vo, N.-S., Duong, T. Q., Zepernick, H.-J., & Fiedle, M., Sr. (2016). A cross-layer optimized scheme and its application in mobile multimedia networks with QoS provision. IEEE Systems Journal, 10(2), 817–830.

    Article  Google Scholar 

  26. Le, L. B., Hossain, E., & Alfa, A. S. (2005). Queueing analysis and admission control for multi-rate wireless networks with opportunistic scheduling and ARQ-based error control. In Proceeding of the IEEE international conference on communications, Seoul, Korea.

  27. Kim, T., & Lim, J.-T. (2011). Queuing analysis in a multiuser diversity system with adaptive modulation and coding scheme. IEEE Transactions on Vehicular Technology, 60(1), 338–342.

    Article  Google Scholar 

  28. Poggioni, M., Rugini, L., & Banelli, P. (2010). QoS analysis of a scheduling policy for heterogeneous users employing AMC jointly with ARQ. IEEE Transactions on Communications, 58(9), 2639–2652.

    Article  Google Scholar 

  29. Rashid, M. M., Hossain, E., & Bhargava, V. K. (2009). Cross-layer analysis of downlink V-BLAST MIMO transmission exploiting multiuser diversity. IEEE Transactions on Wireless Communications, 8(9), 4568–4579.

    Article  Google Scholar 

  30. Ishizaki, F., & Hwang, G. (2007). Queuing delay analysis for packet schedulers with/without multiuser diversity over a fading channel. IEEE Transactions on Vehicular Technology, 56(5), 3220–3227.

    Article  Google Scholar 

  31. Liu, Q., Zhou, S., & Giannakis, G. B. (2005). Cross-layer scheduling with prescribed QoS guarantees in adaptive wireless networks. IEEE Journal on Selected Areas in Communications, 23(5), 1056–1066.

    Article  Google Scholar 

  32. Guo, Y., Yang, Q., Liu, J., & Kwak, K. S. (2016). Cross-layer rate control and resource allocation in spectrum-sharing OFDMA small cell networks with delay constraints. IEEE Transactions on Vehicular Technology, PP(99), 1–1.

    Google Scholar 

  33. Jisheng, P., Lin, T., Yiqing, Z. (2012). QoS-aware cross-layer design in multirate wireless networks with ARQ feedback delay. In IEEE Globecom.

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Acknowledgements

Funding was provided by National Science and Technology Major Project of the Ministry of Science and Technology of China (Grant No. 2012ZX03001007-004).

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Correspondence to Jisheng Peng.

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Peng, J. Cross-Layer Analysis of Multiuser MIMO Systems Employing AMC with Delayed ARQ Feedback. Wireless Pers Commun 95, 3013–3030 (2017). https://doi.org/10.1007/s11277-017-3982-0

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  • DOI: https://doi.org/10.1007/s11277-017-3982-0

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