Exact pairwise error probability analysis of space-time codes in spatially correlated fading channels
DOI:
https://doi.org/10.26636/jtit.2006.1.356Keywords:
Gaussian Q-function, modal correlation, momentgenerating function, MIMO system, non-isotropic scattering, space-time codingAbstract
In this paper, we derive an analytical expression for the exact pairwise error probability (PEP) of a space-time coded system operating over a spatially correlated slow fading channel using a moment-generating function-based approach. This analytical PEP expression is more realistic than previously published exact-PEP expressions as it fully accounts for antenna spacing, antenna geometries (uniform linear array, uniform grid array, uniform circular array, etc.) and scattering models (uniform, Gaussian, Laplacian, Von-Mises, etc.). Inclusion of spatial information provides valuable insights into the physical factors determining the performance of a space-time code. We demonstrate the strength of our new analytical PEP expression by evaluating the performance of two space-time trellis codes proposed in the literature for different spatial scenarios.
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[1] V. Tarokh, N. Seshadri, and A. R. Calderbank, "Space-time codes for high data rate wireless communication: performance criterion and code construction", IEEE Trans. Inform. Theory, vol. 44, no. 1, pp. 744-765, 1998.
View in Google Scholar
[2] M. Uysal and C. N. Georghiades, "Error performance analysis of space-time codes over Rayleigh fading channels", J. Commun. Netw., vol. 2, no. 4, pp. 351-355, 2000.
View in Google Scholar
[3] G. L. Turin, "The characteristic function of Hermitian quadratic forms in complex normal random variables", Biometrika, vol. 47, no. 1-2, pp. 199-201, 1960.
View in Google Scholar
[4] M. K. Simon, "Evaluation of average bit error probability for space-time coding based on a simpler exact evaluation of pairwise error probability", Int. J. Commun. Netw., vol. 3, no. 3, pp. 257-264, 2001.
View in Google Scholar
[5] M. Uysal and C. N. Georghiades, "Effect of spatial fading correlation on performance of space-time codes", Electron. Lett., vol. 37, no. 3, pp. 181-183, 2001.
View in Google Scholar
[6] T. D. Abhayapala, T. S. Pollock, and R. A. Kennedy, "Spatial decomposition of MIMO wireless channels", in Proc. Seventh Int. Symp. Sig. Proces. Appl. ISSPA'2003, Paris, France, 2003, vol. 1, pp. 309-312.
View in Google Scholar
[7] T. D. Abhayapala, T. S. Pollock, and R. A. Kennedy, "Characterization of 3D spatial wireless channels", in IEEE Veh. Technol. Conf. (Fall) VTC 2003, Orlando, USA, 2003.
View in Google Scholar
[8] Z. Chen, B. Vucetic, J. Yuan, and K. L. Lo, "Space-time trellis codes with two, three and four transmit antennas in quasi-static flat fading channels", in Proc. IEEE Int. Conf. Commun., New York, USA, 2002, pp. 1589-1595.
View in Google Scholar
[9] L. Hanlen and M. Fu, "Wireless communications systems with spatial diversity: a volumetric approach", in IEEE Int. Conf. Commun. ICC'2003, Anchorage, USA, 2003, vol. 4, pp. 2673-2677.
View in Google Scholar
[10] H. M. Jones, R. A. Kennedy, and T. D. Abhayapala, "On dimensionality of multipath fields: spatial extent and richness", in Proc. IEEE Int. Conf. Acoust., Speech, Sig. Proces. ICASSP'2002, Orlando, USA, 2002, vol. 3, pp. 2837-2840.
View in Google Scholar
[11] M. K. Simon and M. S. Alouini, Digital Communications over Fading Channels, 2nd ed. Hoboken: Wiley, 2004.
View in Google Scholar
[12] G. H. Golub and C. F. Van Loan, Matrix Computations, 3rd ed. Baltimore, London: The Johns Hopkins University Press, 1996.
View in Google Scholar
[13] J. P. Kermoal, L. Schumacher, K. I. Pedersen, P. E. Mogensen, and F. Frederiksen, "A stochastic MIMO radio channel model with experimental validation", IEEE J. Selec. Areas Commun., vol. 20, no. 6, pp. 1211-1226, 2002.
View in Google Scholar
[14] T. S. Pollock, "Correlation modelling in MIMO systems: when can we Kronecker?", in Proc. 5th Austr. Commun. Theory Worksh., Newcastle, Australia, 2004, pp. 149-153.
View in Google Scholar
[15] T. A. Lamahewa, R. A. Kennedy, and T. D. Abhayapala, "Upper bound for the pairwise error probability of space-time codes in physical channel scenarios", in Proc. 5th Austr. Commun. Theory Worksh., Brisbane, Australia, 2005, pp. 26-32.
View in Google Scholar
[16] T. S. Pollock, T. D. Abhayapala, and R. A. Kennedy, "Introducing space into MIMO capacity calculations", J. Telecommun. Syst., vol. 24, no. 2, pp. 415-436, 2003.
View in Google Scholar
[17] J. K. Cavers and P. Ho, "Analysis of the error performance of trellis coded modulations in Rayleigh fading channels", IEEE Trans. Commun., vol. 40, no. 1, pp. 74-83, 1992.
View in Google Scholar
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