基于量子遗传算法的模拟域小波滤波器设计

Yuzhen Zhang, Wenshan Zhao
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引用次数: 0

摘要

为了便于低功耗运行,本文提出了一种模拟域小波滤波器设计的新方法。为了物理实现的目的,用有理函数逼近小波基,在此基础上建立数学逼近模型,并利用量子遗传算法求解优化问题。然后,采用同导反馈滤波器结构合成近似的模拟小波基。以Marr小波为例说明了设计过程。采用中芯国际0.18μm CMOS工艺设计了一种7阶Marr小波滤波器。仿真结果表明,该方法能得到稳定的模拟小波滤波器,逼近精度高,功耗低。
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Design of Wavelet Filter in Analog Domain Using Quantum Genetic Algorithm
To facilitate low-power operation, this paper has proposed a novel method for wavelet filter design in analog domain. For the purpose of physical implementation, the wavelet base is approximated by rational function, in which a mathematical approximation model is constructed and the quantum genetic algorithm is used to solve the optimization problem. Then, the fellow-the-leader-feedback filter structure is employed to synthesize the approximated analog wavelet base. The Marr wavelet is selected as an example to illustrate the design process. A seventh-order Marr wavelet filter is designed using SMIC 0.18μm CMOS technology. Simulation results show that the proposed method can give a stable analog wavelet filter with high approximation accuracy and low power consumption.
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