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In this paper, we propose a low-error fixed-width redundant multiplier design. The design is based on the statistical analysis of the value of the truncated partial products in binary signed-digit representation with modified Booth encoding. The overall truncation error is significantly reduced with negligible hardware overhead. Simulation on DCT/IDCT of images with 256 gray levels shows our proposed multiplication design has higher PSNR/SNR.