使用二进制对数进行乘法、除法和平方根运算的统一硬件设计

Symmetry Pub Date : 2024-09-02 DOI:10.3390/sym16091138
Dat Ngo, Siyeon Han, Bongsoon Kang
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引用次数: 0

摘要

乘法、除法和平方根运算给数字信号处理(DSP)系统带来了巨大挑战,传统上需要进行多种运算,从而增加了执行时间和硬件复杂性。本研究提出了一种新方法,利用二进制对数来执行这些运算,只需加法、减法和移位,从而实现了统一的硬件实现--这与分别处理这些运算的传统方法大相径庭。拟议的设计涉及对数和反对数计算,呈现出一种代数对称模式,进一步优化了处理流程。此外,这项研究还引入了创新的对数域修正项,专门用于最大限度地减少计算误差,这是对现有方法的重要改进,因为现有方法在精度方面往往存在困难。与标准硬件实现相比,所提出的设计大大降低了硬件资源利用率和功耗,同时保持了较高的运行频率。
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A Unified Hardware Design for Multiplication, Division, and Square Roots Using Binary Logarithms
Multiplication, division, and square root operations introduce significant challenges in digital signal processing (DSP) systems, traditionally requiring multiple operations that increase execution time and hardware complexity. This study presents a novel approach that leverages binary logarithms to perform these operations using only addition, subtraction, and shifts, enabling a unified hardware implementation—a marked departure from conventional methods that handle these operations separately. The proposed design, involving logarithm and antilogarithm calculations, exhibits an algebraically symmetrical pattern that further optimizes the processing flow. Additionally, this study introduces innovative log-domain correction terms specifically designed to minimize computation errors—a critical improvement over existing methods that often struggle with precision. Compared to standard hardware implementations, the proposed design significantly reduces hardware resource utilization and power consumption while maintaining high operational frequency.
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