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http://dx.doi.org/10.7840/kics.2013.38A.7.552

Performance Analysis of Precoded MIMO MMSE Receivers in Transmit-Correlated Rayleigh Channels  

Kim, Wonsop (국방과학연구소 정밀유도기술센터)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.38A, no.7, 2013 , pp. 552-559 More about this Journal
Abstract
In this paper, the multiple-input multiple-output (MIMO) system with a precoder is considered in the transmit-correlated Rayleigh channels. We specifically target the MIMO system employing the minimum mean square error receivers. Based on random matrix theory, we first present a direct and generalized formulation for deriving a probability density function (PDF) of the signal-to-interference-plus-noise ratio (SINR). Then, we derive the accurate closed-form SINR PDFs for a small number of transmit and receive antennas. Based on the SINR PDFs, tight closed-form approximations of the symbol error rate (SER) are derived. Our analysis suggests that the SER approximations can be used to accurately estimate the error probabilities or as a useful tool for the system design.
Keywords
MIMO; MMSE; Precoder; SINR; SER;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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1 D. Kim, H.-M. Kim, "Adaptive MIMO transmission method based on the optimal combination of antenna diversity with spatial multiplexing," J. KICS, vol. 32, no. 5, pp. 394-401, May 2007.   과학기술학회마을
2 N. Kim, Y. Lee, and H. Park, "Performance analysis of MIMO system with linear MMSE receiver," IEEE Trans. Wireless Commun., vol. 7, no. 11, pp. 4474-4478, Nov. 2008.   DOI   ScienceOn
3 H. Sampath, P. Stoica, and A. Paulraj, "Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion," IEEE Trans. Commun., vol. 49, no. 12, pp. 2198-2206, Dec. 2001.   DOI   ScienceOn
4 A. Scaglione, P. Stoica, S. Barbarossa, G. B. Giannakis, and H. Sampath, "Optimal design for space-time linear precoders and decoders," IEEE Trans. Signal Process., vol. 50, no. 5, pp. 1051-1064, May 2002.   DOI   ScienceOn
5 H. R. Bahrami and T. Le-Ngoc, "Precoder design based on correlation matrices for MIMO systems," IEEE Trans. Wireless Commun., vol. 5, no. 12, pp. 3579-3587, Dec. 2006.   DOI   ScienceOn
6 L. Hong and A. G. Armada, "Bit error rate performance of MIMO MMSE receivers in correlated Rayleigh flat-fading channels," IEEE Trans. Veh. Technol., vol. 60, no. 1, pp. 313-317, Jan. 2011.   DOI   ScienceOn
7 A. M. Tulino, A. Lozano, and S. Verdu, "Capacity-achieving input covariance for single-user multi-antenna channels," IEEE Trans. Wireless Commun., vol. 5, no. 3, pp. 662-671, Mar. 2006.   DOI
8 M. Kiessling and J. Speidel, "Analytical performance of MIMO MMSE receivers in correlated Rayleigh fading environments," in Proc. IEEE VTC 2003, pp. 1738-1742, Orlando, U.S.A., Oct. 2003.
9 P. Li, D. Paul, R. Narasimhan, and J. Cioffi, "On the distribution of SINR for the MMSE MIMO receiver and performance analysis," IEEE Trans. Inf. Theory, vol. 52, no. 1, pp. 271-286, Jan. 2006.   DOI   ScienceOn
10 M. O. Hasna and M.-S. Alouini, "Optimal power allocation for relayed transmissions over Rayleigh-fading channels," IEEE Trans. Wireless Commun., vol. 3, no. 6, pp. 1999-2004, Nov. 2004.   DOI   ScienceOn
11 E. G. Larson and Y. Cao, "Collaborative transmit diversity with adaptive radio resource and power allocation," IEEE Commun. Lett., vol. 9, no. 6, pp. 511-513, June 2005.   DOI   ScienceOn
12 Y.-C. Liang, G. Pan, and Z. D. Bai, "Asymptotic performance of MMSE receivers for large systems using random matrix theory," IEEE Trans. Inf. Theory, vol. 53, no. 11, pp. 4173-4190, Nov. 2007.   DOI   ScienceOn
13 M. Chiani, M. Z. Win, and A. Zanella, "On the capacity of spatially correlated MIMO Rayleigh-fading channels," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2363-2371, Oct. 2003.   DOI   ScienceOn
14 A. K. Gupta and D. K. Nagar, Matrix Variate Distributions, Chapman and Hall/CRC, 2000.
15 L. G. Ordonez, D. P. Palomar, and J. R. Fonollosa, "Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems," IEEE Trans. Signal Process., vol. 57, no. 2, pp. 672-689, Feb. 2009.   DOI   ScienceOn