基于查找的粒子滤波低复杂度并行噪声发生器

M. Sadasivam, J. Wagholikar, Sangjin Hong Sangjin Hong
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引用次数: 4

摘要

本文提出了一种基于低复杂度查找的不同分布噪声生成体系结构。该噪声发生器对于超大规模集成电路的实现是非常有效的。它使用LFSR生成存储在ROM中的噪声样本的随机地址。在本文中,我们将所提出的噪声发生器的复杂性和性能与文献中解释的噪声发生器进行了比较。该噪声发生器适用于与粒子滤波器等复杂滤波应用的集成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A look-up based low-complexity parallel noise generator for particle filter processing
This paper presents low-complexity lookup based architecture for noise generation of different distribution. The noise generator is very efficient for VLSI implementation. It generates random addresses of the noise samples stored in ROM using LFSR. In this paper, we compare the complexity and performance of the proposed noise generator with those of the generators that are explained in the literatures. This noise generator is suitable for integration with complex filtering applications such as in particle filters.
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