Mean-square performance of adaptive filters using averaging theory

被引：0
|
作者：
Shin, HC [1 ]
Sayed, AH [1 ]
Song, WJ [1 ]
机构：
[1] Pohang Univ Sci & Technol, Div Elect & Comp Engn, Pohang, South Korea
来源：
CONFERENCE RECORD OF THE THIRTY-EIGHTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2 | 2004年
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D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper uses averaging analysis to study the mean-square performance of adaptive filters, not only in terms of stability conditions but also in terms of expressions for the mean-square error and the mean-square deviation of the filters, as well as in terms of the transient performance of the corresponding partially averaged systems. The treatment relies on energy conservation arguments. Simulation results illustrate the analysis and the derived performance expressions.
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页码：229 / 234
页数：6
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