懒惰的舍入

P. Fiore
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引用次数: 6

摘要

数字信号处理(DSP)硬件中的中间结果经常必须被截断或舍入以保持合理的字长。由于这些操作,噪声和偏置被引入信号中。对于加法运算,我们介绍并研究了两种既能减少方差和偏差,又能保持截断计算简单性的方法。基本上,每个方法都使用一个非常简单的布尔函数驱动加法器字符串的最低有效进位输入。我们通过计算偏差和方差减少以及在几个简单但重要的DSP示例中使用这些方法来演示这些方法的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lazy rounding
Intermediate results in digital signal processing (DSP) hardware frequently must be truncated or rounded to maintain reasonable wordlengths. Noise and bias are introduced into the signal due to these operations. For the addition operation, we introduce and investigate two methods which reduce variance and bias and yet maintain the computational simplicity of truncation. Essentially, each method drives the least significant carry input of the adder string with a very simple Boolean function. We demonstrate the utility of these approaches by calculating bias and variance reductions, and by using the methods in several simple but important DSP examples.
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