An exact analysis of Modified Covariance frequency estimation algorithm based on correlation of single-tone

被引:24
作者
Cao, Yan [1 ]
Wei, Gang [1 ]
Chen, Fang-Jiong [1 ]
机构
[1] S China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Frequency estimation; Modified Covariance method; Mean Square Error; Real sinusoid;
D O I
10.1016/j.sigpro.2012.04.022
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
The Modified Covariance (MC) algorithm, which exploits the time-domain correlation of sinusoidal signals, has been shown to be a simple but efficient method for the frequency estimation of single-tone. Recently MC method based on correlation sequence was investigated. Both simulation and theoretical analyses show that it is more robust to noise than the conventional MC method that is directly based on the recorded signal [6]. However, the analysis in [6] is only valid when lower-order lags of correlations are applied. In this communication we provide new analytical result to tackle this difficult. (c) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:2785 / 2790
页数:6
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