并行循环卷积的新发展:超块伪循环矩阵

M. Teixeira, Y. Rodriguez, A. Gonzalez
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引用次数: 3

摘要

与素因子型算法相反,基于块伪循环矩阵的并行循环卷积技术的唯一要求是卷积长度是复合的。特别是高度组合的长度,提供了更多种类的实现选择。在本文中,我们介绍了新的数学结构,超级块伪循环矩阵和块伪循环移位算子,以此为基础推导出这类重要的基于块伪循环矩阵的并行、一维循环卷积算法的进一步结构。它们的模块化组成使它们适合在VLSI, FPGA或多处理器计算机中以流水线或并行方式实现。块伪循环出现在预编码系统、多路复用器、多相网络、块滤波、QMF组等领域,因此本文引入的新数学结构可能会产生超越其单一应用的影响,以并行循环卷积及其相关应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel development for parallel cyclic convolution: The super block pseudocirculant matrix
As opposed to prime factor type algorithms, the only requirement made by parallel cyclic convolution techniques based on block pseudocirculant matrices is that the convolution length be composite. Highly composite lengths, in particular, give a larger variety of implementation choices. In this paper we offer an introduction to new mathematical constructs, the super block pseudocirculant matrix, and the block pseudocyclic shift operator, as a base to derive further structures for this important class of parallel, one dimensional, cyclic convolution algorithms based on block pseudocirculant matrices. Their modular composition makes them suitable for implementation in VLSI, FPGA or multiprocessor computers in either a pipelined or a parallel fashion. Block pseudocirculants appear in fields such as precoding systems, transmultiplexers, polyphase networks, block filtering, QMF banks, and others, therefore the new mathematical constructs introduced in this paper may have an impact that transcend its sole applications to parallel cyclic convolution and its related applications.
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