全通数字系统的二次锥规划设计

T. Deng
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引用次数: 16

摘要

在本文中,我们提出了一种设计全通(AP)数字滤波器的新方法,该滤波器在最小最大误差意义上近似于给定的理想相位响应。本来,这样的设计问题是高度非线性的,很难解决。本文将非线性问题表述为二阶锥规划(SOCP)问题,然后利用任意SOCP求解器(软件)求解设计问题。在制定了基于SOCP的设计方案后,通过求解SOCP问题可以很容易地找到AP滤波器系数。与现有的线性规划(LP)设计相比,基于sopp的设计方法实现了更精确的拟合。最后给出了一个设计实例,说明了基于soc的设计方法的性能改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
All-pass digital system design using second-order cone programming
In this paper, we propose a new approach for designing an all-pass (AP) digital filter that approximates a given ideal phase response in the minimax error sense. Originally, such a design problem is highly non-linear and difficult to solve. This paper formulates the non-linear problem as a second-order-cone programming (SOCP) problem and then solves the design problem using any SOCP-solver (software). After the SOCP-based design is formulated, the AP filter coefficients can be easily found through solving the SOCP problem. As compared with the existing linear programming (LP) design, the SOCP-based design method achieves more accurate fitting. A design example is given for illustrating the performance improvement of the SOCP-based design approach.
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