2D FIR循环过器银行的分析设计技术及其使用多相方法的有效实施
Radu Matei1,2, Doru Florin Chiper1,3,4
1Faculty of Electronics, Telecommunications and Information Technology, "Gheorghe Asachi" Technical University of Iaşi, 700506 Iaşi, Romania.
Sensors (Basel, Switzerland)
|December 23, 2023
概括
本研究介绍了2D FIR循环波器库的高效设计和实施. 这种新的方法确保了精确的波器形状,并使从子频段图像中精确的图像重建成为可能.
科学领域:
- 信号处理 信号处理
- 图像分析 图像分析
- 过器的设计设计
背景情况:
- 二维 (2D) 有限冲动响应 (FIR) 波器对信号和图像处理至关重要.
- 现有的方法可能缺乏循环波器系统的计算效率或设计灵活性.
研究的目的:
- 为2D FIR循环过器银行提出分析设计程序.
- 使用多相和块过开发一个计算高效的实现.
- 为了展示精确的图像重建能力.
主要方法:
- 使用1D高斯形状原型和频率转换的频率域设计.
- 使用富里埃序列的1D原型的频率响应的封闭形式导出.
- 1D原型的转移函数的因子化,以实现一个因子化的2D波器银行.
- 使用多相结构和块过的实现.
主要成果:
- 设计的2D FIR圆形过器在低订单时以最小的扭曲呈现精确的形状.
- 均和非均的 (二性) 过器银行都成功设计.
- 使用统一的过器银行来证明精确的图像重建.
- 拟议的实施方案具有相对较低的计算复杂性.
结论:
- 分析设计程序产生了准确和可分解的2D FIR循环波器.
- 多相和块过实现提供了计算效率.
- 设计的过器银行适用于图像分析和重建任务.
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