MVO Based Optimal Design of Stable IIR HPF and Its FPGA Implementation

Minal Bisen, S. Saha, R. Kar
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引用次数: 0

Abstract

Multi-verse Optimization (MVO) algorithm is a nature-based meta-heuristic approach which follows the idea of cosmology which is utilized for 10th order High pass infinite impulse response filter design. These nature-based optimization techniques are considered for the optimal solution of High pass IIR filter coefficients. The error cost function is utilized in order to attend better solution parameters in the manner of stop band attenuation, pass band ripples (PBR), transition width (TW) and stop band ripples (SBR). The proposed optimizing technique is able to provide rapid convergence towards a global optimal solution. The optimized coefficients which are achieved by the optimization algorithm are employed for the IIR High Pass Filter (HPF) design in the platform of field programmable gate array (FPGA) with Verilog.
基于MVO的稳定IIR HPF优化设计及其FPGA实现
多宇宙优化(MVO)算法是一种基于自然的元启发式方法,遵循宇宙学思想,用于10阶高通无限脉冲响应滤波器的设计。这些基于自然的优化技术被用于高通IIR滤波器系数的最优解。利用误差代价函数以阻带衰减、通带波纹(PBR)、过渡宽度(TW)和阻带波纹(SBR)的方式获得更好的解参数。所提出的优化技术能够快速收敛到全局最优解。将优化算法得到的优化系数应用于现场可编程门阵列(FPGA)平台上的IIR高通滤波器(HPF)设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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