Optimal design of triplet halfband filter banks via Semidefinite Programming

H. H. Kha, H. Tuan, T.Q. Nguyen
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引用次数: 2

Abstract

This paper proposes a computationally efficient method for designing a class of triplet halfband filter banks. We show that the design of perfect reconstruction two-channel Alter banks with arbitrary regularity order can be precisely formulated as a semi-definite programming problem. We also show that the dual problem has a significant smaller number of variables and, hence, can be solved efficiently. The effectiveness of the proposed method is demonstrated by the design examples of filter banks with high filter order and arbitrary regularity order.
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基于半定规划的三重半带滤波器组优化设计
本文提出了一种计算效率高的设计一类三重半带滤波器组的方法。我们证明了具有任意规则阶的完全重构双通道Alter bank的设计可以精确地表述为半确定规划问题。我们还证明了对偶问题的变量数量明显较少,因此可以有效地求解。通过高阶和任意规则阶滤波器组的设计实例验证了该方法的有效性。
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