基于方差传播的CORDIC处理器定点误差分析

S. Park, N. Cho
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引用次数: 32

摘要

为了确定设计参数,对CORDIC处理器中角度逼近和建立的影响进行了深入研究。然而,传统的分析只提供了误差范围,导致分析结果与实际实现存在较大差异。此外,一些信号处理架构要求在均方误差(MSE)方面的规范,如用于OFDM的FFT处理器的设计规范。为了更准确地表达CORDIC处理器的误差,提出了一种基于方差传播的不动点均方差分析方法。结果表明,所提出的分析方法同样适用于改进后的CORDIC算法。作为应用实例,介绍了一种基于CORDIC处理器的OFDM FFT处理器。分析结果与仿真结果吻合较好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fixed point error analysis of CORDIC processor based on the variance propagation
The effects of angle approximation and founding in the CORDIC processor have been intensively studied for the determination of design parameters. However, the conventional analyses provide only the error bound which results in large discrepancy between the analysis and the actual implementation. Moreover, some of the signal processing architectures require the specification in terms of the mean squared error (MSE) as in the design specification of FFT processor for OFDM. This paper proposes a fixed point MSE analysis based on the variance propagation for more accurate error expression of CORDIC processor. It is shown that the proposed analysis can also be applied to the modified CORDIC algorithms. As an example of application, an FFT processor for OFDM using the CORDIC processor is presented. The results show close match between the analysis and simulation.
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