一种新的仿射投影算法误差减小方法

2017 IEEE International Conference on Computer and Information Technology (CIT) Pub Date : 2017-08-01 DOI:10.1109/CIT.2017.18

S. Koike

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引用次数: 0

摘要

本文提出了一种利用误差缩减因子(ERF)减小仿射投影算法稳态误差的新方法，从而得到误差缩减仿射投影算法(ER-APA)。该方法简单有效。本文分析了计算理论滤波器收敛性的ER-APA。实验结果表明，该算法在保持其快速收敛特性的同时，充分减小了投影维数任意值的稳态误差。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A New Method of Error Reduction for Affine Projection Algorithm

This paper proposes a new method of reducing the steady-state error for the Affine Projection Algorithm (APA) using Error Reduction Factor (ERF) to yield Error Reduction Affine Projection Algorithm (ER-APA). The proposed method is very simple but highly effective. In the paper, we analyze the ER-APA for calculating theoretical filter convergence. Through experiments, it is shown that the ER-APA sufficiently reduces the steady-state error for any value of the dimension of projection, while preserving the fast convergence property of the APA.

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2017 IEEE International Conference on Computer and Information Technology (CIT)

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