全并行近似坐标旋转数字计算机(CORDIC)的算法与设计

Linbin Chen;Jie Han;Weiqiang Liu;Fabrizio Lombardi
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引用次数: 26

摘要

本文提出了一种新的坐标旋转数字计算机(CORDIC)设计的近似方案。该方案基于修改现有的Para CORDIC架构,该架构具有插入多个部分的近似,并通过放松CORDIC算法本身而成为可能。提出了一种全并行近似CORDIC(FPAX-CORDIC)方案。该方案避免了Para CORDIC的存储寄存器,使旋转方向的生成完全平行。使用HSPICE作为仿真工具,对近似引入的误差以及不同的电路相关度量进行了全面的分析和评估。该误差分析还将现有的近似计算优值(如平均误差距离(MED)和MED功率积(MPP))与CORDIC特定参数相结合。结果表明,在期望误差值和模拟误差值之间存在良好的一致性。利用所提出的具有不同精度要求的近似FPAX-CORDIC架构,研究了离散余弦变换(DCT)和逆DCT变换作为图像处理近似计算的实例。结果证实了拟议方案的可行性。
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Algorithm and Design of a Fully Parallel Approximate Coordinate Rotation Digital Computer (CORDIC)
This paper proposes a new approximate scheme for coordinate rotation digital computer (CORDIC) design. This scheme is based on modifying the existing Para-CORDIC architecture with an approximation that is inserted in multiple parts and made possible by relaxing the CORDIC algorithm itself. A fully parallel approximate CORDIC (FPAX-CORDIC) scheme is proposed. This scheme avoids the memory register of Para-CORDIC and makes the generation of the rotation direction fully parallel. A comprehensive analysis and the evaluation of the error introduced by the approximation together with different circuit-related metrics are pursued using HSPICE as the simulation tool. This error analysis also combines existing figures of merit for approximate computing (such as the Mean Error Distance (MED) and MED Power Product (MPP)) with CORDIC specific parameters. It is shown that a good agreement between expected and simulated error values is found. The Discrete Cosine Transformation (DCT) and the Inverse DCT (IDCT) transformations as case study of approximate computing to image processing are investigated by utilizing the proposed approximate FPAX-CORDIC architecture with different accuracy requirements. The results confirm the viability of the proposed scheme.
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