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An modified UMP-BP (MUMP-BP) algorithm is proposed. The optimal multiplicative factor to decrease reliabilities is in inverse proportion to variable node degrees. 算法中减小置信度更新值的最佳乘性系数与低密度奇偶校验码变量节点的度数成反比关系。