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Efficient and robust decision delays selection scheme for multiuser MIMO DFE in power imbalance situation

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Abstract

Recently, it has been shown that the selection of decision delays has a crucial effect on the performance of finite-length multiple-input multiple-output decision-feedback equalization (MIMO-DFE) receiver for multiuser time division multiple access (TDMA) system. With the minimum joint-BER (MJB) criterion, choosing the optimum different decision delays for individual uplink users would require multi- dimensional searching, which is too costly for real-time applications. In this paper, we propose an efficient power-ratio-based (PRB) scheme to solve the multiuser decision delay problem in practice. First, it employs the MIMO channel responses to calculate the received power ratios among uplink users. The ratios are then compared to a set of preset thresholds to determine the decision delays. To optimize the thresholds, Gaussian approximation (GA) technique is used for speeding up the off-line searching process. Under power imbalance situation, we note that the decision delays must be carefully selected on a burst-by-burst basis, or else the performance loss for the weaker users would be very significant. Hence, both the MJB and PRB methods can resist the near-far effect. Finally, simulation results show that the proposed PRB scheme has an approximate BER performance, but with much reduced computational complexity, as compared to the optimal MJB one.

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References

  1. Hwang, J. K. (1999). Multiuser detection scheme for TDMA mobile systems using spatial diversity and MMSE decision-feedback receiver. In Proceedings of IEEE Region 10th Conference (TENCON 1999), Cheju, South Korea, pp. 1247–1250, Sep. 1999.

  2. Hwang, J. K., & Chen, C. H. (2001). Performance analysis of MIMO-MMSE-DFE multiuser receiver for TDMA mobile systems with spatial diversity. In Proceedings of IEEE International Conference Vehicular Technology (VTC 2001-Spring), Rhodes, Greece, vol. 1, pp. 142–146, May 2001.

  3. Tidestav C., Ahlen A., Sternad M. (2001) Realizable MIMO decision feedback equalizers: Structure and design. IEEE Transactions on Signal Processing 49: 121–133

    Article  Google Scholar 

  4. Al-Dhahir N., Sayed A.H. (2000) The finite-length multi-input multi-output MMSE- DFE. IEEE Transactions on Signal Processing 48: 2921–2936

    Article  Google Scholar 

  5. Balaban P., Salz J. (1992) Optimum diversity combining and equalization in digital data transmission with applications to cellular mobile radioá1Dpart I: Theoretical considerations. IEEE Transactions on Communication 40: 885–894

    Article  MATH  Google Scholar 

  6. Winters J.H., Salz J., Gitlin R.D. (1994) The impact of antenna diversity on the capacity of wireless communication systems. IEEE Transactions on Communication 42: 1740–1751

    Article  Google Scholar 

  7. Verdú S. (1998) Multiuser detection. Cambridge University press, Cambridge, U.K.

    MATH  Google Scholar 

  8. Forney G.D. (1972) Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interfernce. IEEE Transactions on Information Theory 18: 363–378

    Article  MATH  MathSciNet  Google Scholar 

  9. Verdú S. (1986) Minimum probability of error for asynchronous Gaussian multiple-access channels. IEEE Transactions on Information Theory IT-32: 85–96

    Article  Google Scholar 

  10. Voois P.A., Lee I., Cioffi J.M. (1996) The effect of decision delay in finite-length decision feedback equalization. IEEE Transactions on Information Theory 42: 618–621

    Article  MATH  Google Scholar 

  11. Al-Dhahir N., Cioffi J.M. (1996) Efficient computation of the delayed optimized finite-length MMSE-DFE. IEEE Transactions on Signal Processing 44: 1288–1292

    Article  Google Scholar 

  12. Gong Y., Cowan C.F.N. (2004) Optimum decision delay of the finite-length DFE. IEEE Signal Processing Letters 11: 858–861

    Article  Google Scholar 

  13. Day G., Nordholm S., Dam H.H. (2005) Optimized decision delays in finite-length MIMO DFE. IEEE Signal Processing Letters 12: 391–394

    Article  Google Scholar 

  14. Hwang, J. K., & Chung, R. L. (2005). Efficient and robust multiuser decision-delay selection scheme in the MIMO TDMA system. In Proceedings of IASTED International Conference on Communication Systems and Applications (CSA 2005), Banff, Canada, pp. 27–31, July, 2005.

  15. Monsen, P. (1977). Theoretical and measured performance of a DFE modem on a fading multipath channel. IEEE Transactions on Communication, COM-25, 1144–1153.

    Google Scholar 

  16. Digital cellular telecommunications system (Phase 2+); Radio Transmission and Reception (3GPP TS 05.05 version 8.20.0 Release 1999), ETSI TS 100 910 V8.20.0, pp. 1–101, Nov. 2005.

  17. Haykin S. (2002) Adaptive filter theory (4th ed). Prentice-Hall, New Jersey

    Google Scholar 

  18. Proakis J.G. (1995) Digital communications (3rd Edn). McGraw-Hill, Singapore

    Google Scholar 

  19. Hwang, J. K., Chung, R. L., & Chen, C. H. (2002). Design and performance analysis of an SI4O-MMSE DFE receiver for GMSK signal over multipath Rayleigh fading channel. in Proceedings of IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2002), Kaohsiung, Taiwan R.O.C., Nov. 21–24, 2002.

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Correspondence to Jeng-Kuang Hwang.

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The research work was supported by the National Science Council, R.O.C., under the Grant NSC 90-2213-E-155-012, and NSC 91-2213-E-155-040.

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Hwang, JK., Chung, RL. Efficient and robust decision delays selection scheme for multiuser MIMO DFE in power imbalance situation. Wireless Pers Commun 43, 1291–1302 (2007). https://doi.org/10.1007/s11277-007-9302-3

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  • DOI: https://doi.org/10.1007/s11277-007-9302-3

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