| 自适应算法LMS和RLS的仿真分析 |
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| 引用本文： | 耿洁,陈家福.自适应算法LMS和RLS的仿真分析[J].山西电子技术,2007,64(5):78-80. |
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| 作者姓名： | 耿洁 陈家福 |
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| 作者单位： | 昆明理工大学信息工程与自动化学院 云南昆明650051 |
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| 摘 要： | 在目前的移动通信领域中,克服多径干扰,提高通信质量是一个非常重要的问题,而自适应滤波器能很好的解决这个问题,自适应滤波器的核心是自适应算法。具体地讲述自适应算法的理论体系,模型及具体实施,分析两种典型的算法最小均方算法(LMS)和递归最小二次方算法(RLS),并根据仿真的结果得出结论。
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| 关 键 词： | 自适应算法 均方误差 最小均方算法 递归最小二次方算法 |
| 修稿时间： | 2007-03-29 |
Simulation Analysis of Adaptive Algorisms LMS and RLS |
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| Geng Jie Chen Jia-fu.Simulation Analysis of Adaptive Algorisms LMS and RLS[J].Shanxi Electronic Technology,2007,64(5):78-80. |
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| Authors: | Geng Jie Chen Jia-fu |
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| Affiliation: | Faculty of Information Engineering and Automation;Kunming University of Science and Technology;Kunming Yunnan 650051;China |
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| Abstract: | Currently,improvement for the quality of communication,especially,multipath reducing,is a quite important issue in mobile telecommunication.Adaptive filter can significantly solve this issue.The key point of adaptive filter is adaptive algorithm.The theory structure of adaptive algorithm,model and deployment are discussed in this paper.Furthermore,the analysis of LMS and RLS,which are the classical adaptive algorithm,and the result of simulation are also presented. |
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| Keywords: | adaptive algorithm MSE LMS RLS |
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