Design of linear phase paraunitary filter banks using an adaptive cascade lattice structure

H. Otsuki, T. Nagai, M. Ikehara
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引用次数: 1

Abstract

M channel filter banks, which have perfect reconstruction and linear phase properties, have been studied extensively and several design methods have been addressed in the past. However, almost all of these methods require the nonlinear programming technique which contains some problems such as computational complexity, initial value and so on. In this paper, we propose a new design method of linear phase paraunitary filter banks. In our proposed method, we use an efficient least-mean-square-based adaptive algorithm to optimize the parameter, which minimizes the cost function, instead of using the nonlinear programming technique.
采用自适应级联晶格结构的线性相位准酉滤波器组设计
M通道滤波器组具有良好的重构和线性相位特性,已经得到了广泛的研究,并提出了几种设计方法。然而,几乎所有这些方法都需要非线性规划技术,其中包含了计算复杂度、初值等问题。本文提出了一种新的线性相位准酉滤波器组设计方法。在我们提出的方法中,我们使用一种有效的基于最小均方的自适应算法来优化参数,使成本函数最小化,而不是使用非线性规划技术。
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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