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In this paper, the problem of MIMO signal detection based on the belief propagation (BP) algorithm has been addressed in the presence of channel and noise uncertainties at the receiver. We propose a robust detection approach that works on the basis of message passing algorithm on the best tree approximation of the posterior distribution of the received signal. Our approach to make the detector robust...