无限冲激响应
有限冲激响应
线性相位
线性滤波器
二维滤波器
控制理论(社会学)
相位响应
数字滤波器
通带
脉冲响应
计算机科学
原型滤波器
频率响应
级联
滤波器(信号处理)
低通滤波器
数学
算法
电子工程
带通滤波器
工程类
人工智能
数学分析
控制(管理)
化学工程
电气工程
计算机视觉
作者
David Shiung,Jeng‐Ji Huang,Ya‐Yin Yang
标识
DOI:10.1109/msp.2023.3290772
摘要
Designing filters with perfect frequency responses (i.e., flat passbands, sharp transition bands, highly suppressed stopbands, and linear phase responses) is always the ultimate goal of any digital signal processing (DSP) practitioner. High-order finite impulse response (FIR) filters may meet these requirements when we put no constraint on implementation complexity. In contrast to FIR filters, infinite impulse response (IIR) filters, owing to their recursive structures, provide an efficient way for high-performance filtering at reduced complexity. However, also due to their recursive structure, IIR filters inherently have nonlinear phase responses, and this does restrain their applicability. In this article, we propose two tricks regarding cascading a prototype IIR filter with a few shaping all-pass filters (APFs) for an almost linear phase response over its passband. After performing a delicate design on the prototype and shaping filters, we approach perfect filtering with reduced complexity.
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