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一类自适应IR滤波器的统一模型及性能分析
Unified Model and Analysis of a Class of Adaptive IIR Filters
【摘要】 从矢量空间基函数的角度阐述了具有限制反馈的自适应IR滤波器——Laguere滤波器和Gamma滤波器,提出了这类滤波器的统一模型.在此基础上,对其性能作了较为详细的分析与比较,指出一般意义上Gamma滤波器性能好于Laguerre滤波器,导出了具有限制反馈的自适应IIR滤波器的Wiener-Hopf方程及其相应的LMS算法,并给出了仿真结果.
【Abstract】 We present a new approach using vector space base functions to discuss the adaptive IIR filter with restricted feedback——Gamma filter and Laguerre filter, and propose a unified model for them. We analyze and compare this class of filters in detail, showing that Gamma filter has advantages over Laguerre filter. We also derive the Wiener Hopf equation and the corresponding LMS algorithm of them. Some simulation results are also presented.
【关键词】 自适应IR滤波器;
矢量空间;
基函数;
Laguerre滤波器;
Gamma滤波器;
【Key words】 adaptive IIR filter; vector space; base functions; Laguerre filter; Gamma filter;
【Key words】 adaptive IIR filter; vector space; base functions; Laguerre filter; Gamma filter;
- 【文献出处】 应用科学学报 ,JOURNAL OF APPLIED SCIENCES , 编辑部邮箱 ,1998年03期
- 【分类号】TN713.1
- 【被引频次】1
- 【下载频次】65