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The design of low complexity two-channel lattice-structure perfect-reconstruction filter banks using genetic algorithms

机译:基于遗传算法的低复杂度两通道格构完美重构滤波器组设计

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摘要

This paper considers the design of reduced complexity 2 band QMF filter banks. In order to ensure perfect reconstruction, a lattice architecture has been adopted. Genetic algorithms are used to search for an optimal set of coefficients comprising simple sums of signed power of two terms. This allows the entire filter bank to be implemented using only additions and a single multiplicative scaling factor. Results are presented which show that the proposed method can be used to design filters with superior (in terms of minimax ripple) performance, compared to various infinite precision designs. Genetic algorithms can also be used to jointly optimise both performance and complexity in order to achieve an optimum performance/complexity trade off
机译:本文考虑了降低复杂度的2频段QMF滤波器组的设计。为了确保完美的重建,采用了晶格架构。遗传算法用于搜索包括两个项的带符号幂的简单和的最佳系数集。这允许整个滤波器组仅使用加法和单个乘法比例因子即可实现。结果表明,与各种无限精度设计相比,该方法可用于设计性能优异的滤波器(就最小最大波纹而言)。遗传算法还可用于共同优化性能和复杂性,以实现最佳性能/复杂性的平衡

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