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We consider a multiuser OFDM system, and propose a novel approach for blind channel estimation. Each user information signal is linearly precoded before OFDM modulation. The receiver uses an antenna array. Using cross-correlations of the blocks received at the array elements leads to the estimation of the underlying channels within a scaling ambiguity.