Near-optimum soft decision equalization for frequency selective MIMO channels
IEEE Transactions on Signal Processing
Turbo receivers for interleave-division multiple-access systems
IEEE Transactions on Communications
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Low-complexity Gaussian detection for MIMO systems
Journal on Image and Video Processing - Special issue on iterative signal processing in communications
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The probabilistic data association (PDA) decoder is investigated for use in coded multiple-input multiple-output (MIMO) systems and its strengths and weaknesses are determined. The conventional PDA decoder includes two approximations. The received symbols are assumed to be statistically independent and a Gaussian approximation is applied for the interference and noise term. We provide an analytical formula for the exact probability density function (PDF) of the interference and noise term, which is used to discuss the impact of the Gaussian approximation in the presence of a soft-input soft-output channel decoder. The results obtained resemble those obtained for the well-known PDA multiuser detector in coded CDMA systems for which similar investigations have been done before.