Modified Algorithm of Sinusoid Signal Frequency Estimation Based on Quinn and Aboutanios Iterative Algorithms

被引:0
|
作者
Yue, Gao [1 ]
Xiong, Zhang [1 ]
Jun, Song [1 ]
机构
[1] Nanjing Forestry Univ, Nanjing 210037, Jiangsu, Peoples R China
关键词
parameter estimation; iterative algorithm; sinusoid signal; frequency estimation; DFT;
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
The problem of estimating the frequency of a complex signal is considered. Through analyzing the performance of the Quinn algorithm and Aboutanios iterative algorithm, when the frequency of signal is located in the central region of two neighboring quantized frequency in discrete Fourier transform (DFT), Quinn algorithm's precision is very high and its root-mean-square error (RMSE) is close to Cramer-Rao bound (CRB). Meanwhile, the variance of frequency estimated by the Aboutanios iterative algorithm is big. However, when the frequency is located in the vicinity of quantitative frequency point, the Quinn algorithm's accuracy is poor and Aboutanios iterative algorithm has high precision. In this paper, through combining the advantages of two kinds of algorithms and obtaining the correct interpolation direction by spectral shift in the vicinity of quantitative frequency point, there is a new comprehensive algorithm which has better computational efficiency and its RMSE is close to the CRB in the entire frequency estimation range.
引用
收藏
页码:232 / 235
页数:4
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