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A Limited Feedback SDMA Scheme with Dynamic Multiplexing Order

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Abstract

The employment of a fixed number of active beams in limited feedback SDMA schemes usually results in severe inter-user interferences in sparse networks. Targeting a good tradeoff between the multiplexing gain and the inter-user interferences, this paper proposes a novel kind of limited feedback SDMA scheme, which employs a variable number of active beams, i.e., a dynamic multiplexing order. The proposed two transmit schemes consist of the modification of conventional feedback information and the development of two novel scheduling algorithms based on a maximum likelihood (ML) estimation of possible user interferences. More specifically, the ML estimation utilizes a combination of the feedback partial instantaneous channel state information (CSI) and the long-term channel correlation, and the two new scheduling algorithms select the active beam subset as well as the user group with the criterion of maximizing the estimated sum throughput. Simulation results demonstrate that in sparse networks the proposed SDMA schemes considerably outperform some conventional schemes in terms of the sum throughput, with a comparable feedback overhead.

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References

  1. C.K. Au-Yeung, S.Y. Park, D.J. Love, A simple multiuser and single-user dual-mode downlink system with limited feedback, in Proc. IEEE Global Telecommunications Conf. (GLOBCOM’07) (2007), pp. 3791–3795

  2. M. Costa, Writing on dirty paper. IEEE Trans. Inf. Theory 29(3), 439–441 (1983)

    Article  MATH  Google Scholar 

  3. P. Ding, D.J. Love, M.D. Zoltowski, Multiple antenna broadcast channels with limited feedback, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (2006), pp. 14–19

  4. D. Gesbert, L. Pittman, M. Kountouris, Transmit correlation-aided scheduling in multiuser MIMO networks, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, vol. 4 (2006), pp. IV-249–IV-252

  5. D. Hammarwall, M. Bengtsson, B. Ottersten, Acquiring partial CSI for spatially selective transmission by instantaneous channel norm feedback. IEEE Trans. Signal Process. 56(3), 1188–1204 (2008)

    Article  MathSciNet  Google Scholar 

  6. D. Hammarwall, M. Bengtsson, B. Ottersten, Utilizing the spatial information provided by channel norm feedback in SDMA systems. IEEE Trans. Signal Process. 56(7), 3278–3293 (2008)

    Article  MathSciNet  Google Scholar 

  7. K. Huang, J.G. Andrews, R.W. Heath, Orthogonal beamforming for SDMA downlink with limited feedback, in Proc. Int. Conf. Acoust., Speech, Signal Processing (2007), pp. 97–100

  8. Y. Huang, L. Yang, J. Liu, A limited feedback SDMA for downlink of multiuser MIMO communication system. EURASIP J. Adv. Signal Process. (2008)

  9. IEEE 802.20 C802.20-06-04, Part 12: Precoding and SDMA codebooks, January 2006

  10. N. Jindal, MIMO broadcast channels with finite-rate feedback. IEEE Trans. Inf. Theory 52(11), 5045–5060 (2006)

    Article  MathSciNet  Google Scholar 

  11. T.-S. Kang, H.-M. Kim, Optimal beam subset and user selection for orthogonal random beamforming. IEEE Commun. Lett. 12(9), 1–3 (2008)

    Article  Google Scholar 

  12. T.-S. Kang, H.-M. Kim, An efficient random beamforming method based on beam subset selection, in Proc. IEEE Int. Conf. Personal, Indoor and Mobile Radio Commun. (PIMRC’07) (2007), pp. 1–5

  13. S. Serbetli, A. Yener, Transceiver optimization for multiuser MIMO systems. IEEE Trans. Signal Process. 52(1), 214–226 (2004)

    Article  MathSciNet  Google Scholar 

  14. M. Sharif, B. Hassibi, On the capacity of MIMO broadcast channels with partial side information. IEEE Trans. Inf. Theory 51(2), 506–522 (2005)

    Article  MathSciNet  Google Scholar 

  15. Q.H. Spencer, A.L. Swindlehurst, M. Haardt, Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels. IEEE Trans. Signal Process. 52(2), 461–471 (2004)

    Article  MathSciNet  Google Scholar 

  16. A. Tarighat, M. Sadek, A.H. Sayed, A multi user beamforming scheme for downlink MIMO channels based on maximizing signal-to-leakage ratios, in Proc. Int. Conf. Acoust., Speech, Signal Processing (2005), pp. 1129–1132

  17. P. Viswanath, D.N.C. Tse, R. Laroia, Opportunistic beamforming using dumb antennas. IEEE Trans. Inf. Theory 48(6), 1277–1294 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  18. J. Wagner, Y.-C. Liang, R. Zhang, On the balance of multiuser diversity and spatial multiplexing gain in random beamforming. IEEE Trans. Wirel. Commun. 7(7), 2512–2525 (2008)

    Article  Google Scholar 

  19. K.K. Wong, R. Murch, K.B. Letaief, A joint-channel diagonalization for multiuser MIMO antenna systems. IEEE Trans. Wirel. Commun. 2(4), 773–786 (2003)

    Article  Google Scholar 

  20. T. Yoo, A. Goldsmith, Optimality of zero-forcing beamforming with multiuser diversity, in Proc. IEEE Int. Conf. Commun. (ICC’05) (2005), pp. 542–546

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Correspondence to Yongming Huang.

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This work was supported by the National Basic Research Program of China under Grant 2007CB310603, the National Natural Science Foundation of China under Grant 60672093 under Grant 6090212, the National High Technology Project of China under Grant 2007AA01Z262, the Foundation of Southeast University under Grant KJ2009349, and a Grant from Huawei Technologies Corporation.

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Huang, Y., Yang, L. & Zhu, WP. A Limited Feedback SDMA Scheme with Dynamic Multiplexing Order. Circuits Syst Signal Process 29, 247–262 (2010). https://doi.org/10.1007/s00034-009-9144-1

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  • DOI: https://doi.org/10.1007/s00034-009-9144-1

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