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Low-complexity design framework of all-pass filters with application in quadrature mirror filter banks design

机译:全通滤波器的低复杂度设计框架及其在正交镜滤波器组设计中的应用

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摘要

Digital all-pass filters design problem can be simplified by solving a set of linear equations associated with a Toeplitz-plus-Hankel matrix in the least-squares sense. Consequently, the Cholesky decomposition or split Levinson technique can be appropriately used to obtain the optimal solution. In this study, the determination of the set of linear equations to calculate the all-pass-based quadrature mirror filter banks is achieved by exploiting some trigonometric identities and the frequency sampling method. The proposed simplification allows for expressing a sum of sinusoids by a single expression. The simulation results indicate that the presented new and simpler closed-form expressions of the Toeplitz-plus-Hankel associated matrices can achieve accurate performance with a considerable reduction in computational complexity.
机译:通过解决与最小二乘意义上的托普利兹加汉克尔矩阵相关的一组线性方程式,可以简化数字全通滤波器的设计问题。因此,可以适当地使用Cholesky分解或分裂Levinson技术来获得最佳解。在这项研究中,通过利用一些三角恒等式和频率采样方法,确定了用于计算基于全通的正交镜滤波器组的线性方程组。所提出的简化允许通过单个表达式来表达正弦和。仿真结果表明,Toeplitz-Hankel关联矩阵的新的和更简单的闭式表达式可以实现准确的性能,并显着降低了计算复杂性。

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