用于数字信号生成和处理的浮点数据的扩展精度积累

A. Dabrowski, P. Pawlowski
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引用次数: 1

摘要

在本文中,我们提出了一种新的方法来实现浮点数计算,这是各种数字信号处理任务的典型。所提出的思想被称为“双累加器概念”,它克服了在中间结果较大的一长串小数相加的情况下浮点计算精度降低的现象。这种现象是经典浮点运算的一个重大缺陷,特别是在信号处理应用中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extended precision accumulation of floating-point data for digital signal generation and processing
In this paper we present a novel approach to the realization of floating-point computations, which are typical of various digital signal processing tasks. The proposed idea, referred to as "the two-accumulator concept", overcomes the phenomenon of accuracy reduction of floating-point computations in case of a long series of additions of small numbers with relatively large intermediate results. This phenomenon is a substantial drawback of the classic floating-point arithmetic, particularly in signal processing applications.
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