| 自适应滤波器的变换域LMS快速实现算法 |
| |
| 引用本文： | 宗凌,韦岗,欧阳景正.自适应滤波器的变换域LMS快速实现算法[J].华南理工大学学报(自然科学版),1996(4). |
| |
| 作者姓名： | 宗凌 韦岗 欧阳景正 |
| |
| 作者单位： | 华南理工大学无线电与自动控制研究所 |
| |
| 基金项目： | 广东省自然科学青年基金 |
| |
| 摘 要： | 本文提出了一种自适应滤波器的变换域ＬＭＳ快速实现算法，井给出了实现这种自适应滤波器的双层线性结构。较之传统的时域ＬＭＳ算法它具有更好的收敛性，并且可以抑制计算误差的积累，因而特别适合于用低低成本实现。此外，还给出了计算机模拟的结果。
|
| 关 键 词： | 自适应滤波 最小均方误差 正交变换 |
A FAST ALGORITHM OF ADAPTIVE FILITERS BASED ON TRANSFORM-DOMAIN LMS METHOD |
| |
| Zone Ling,Wei Gang,O''''yang Jingzheng.A FAST ALGORITHM OF ADAPTIVE FILITERS BASED ON TRANSFORM-DOMAIN LMS METHOD[J].Journal of South China University of Technology(Natural Science Edition),1996(4). |
| |
| Authors: | Zone Ling Wei Gang O'yang Jingzheng |
| |
| Abstract: | This paper introduces a fast algorithm of adaptive filters based on transform-domain LMS method, and proposes a two-layer linear structure for it. Comparingwith the traditional time-domain LMS algorithm, the new method has betterconvergence property and can depress the accumulation of the calculation errors. Theretbre the new algorithm is more suitable I'or low-cost hardware implementation. Computer simulatiom results are also given. |
| |
| Keywords: | s:adaptive filter least mean square errors orthogonal transform |
| 本文献已被 CNKI 维普 等数据库收录！ |
