低精度数据表示的增量和移位运算符之间的选择

D. Butusov, T. Karimov, D. Kaplun, A. Karimov, Yennun Huang, Szu-Chuang Li
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引用次数: 3

摘要

用于嵌入式应用的低精度数据类型降低了功耗并提高了性价比。设计滤波器或控制器的指定精度与不精确数据类型之间的不一致可以使用δ算子来克服,δ算子是传统离散时间z算子的替代方案。虽然在许多情况下它可以显著提高精度,但有时它与移位操作符相比没有任何优势。那么问题来了,是选择和移位算子。因此,需要对δ算子的适用范围进行研究,以解决这一问题,并为δ算子提供有效的实际应用。本文引入了δ算子适用性判据的概念。针对低精度机器算法,给出了离散时间算子选择的离散系统实现技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The choice between delta and shift operators for low-precision data representation
Low-precision data types for embedded applications reduce the power consumption and enhance the price-performance ratio. Inconsistence between the specified accuracy of a designed filter or controller and an imprecise data type can be overcome using the δ-operator, an alternative to the traditional discrete-time z-operator. Though in many cases it significantly increases accuracy, sometimes it shows no advantage over the shift operator. So the problem of choice between delta and shift operator arises. Therefore, a study on δ-operator applicability bounds is needed to solve this problem and provide δ-operator efficient practical use. In this paper we introduce a concept of the δ-operator applicability criterion. The discrete system implementation technique with discrete-time operator choice is given for the low-precision machine arithmetic.
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