An Improved Fine-Resolution Method for Frequency Estimation of Real-Valued Single-Tone Using Three DFT Samples

被引:5
|
作者
Yao, Shuai [1 ]
Wu, Qisong [1 ]
Fang, Shiliang [1 ]
机构
[1] Southeast Univ, Minist Educ, Key Lab Underwater Acoust Signal Proc, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Interpolated DFT; frequency estimation; single-tone; mean square error; interbin frequency; PARAMETER-ESTIMATION; FOURIER-TRANSFORM; INTERPOLATION; PHASE;
D O I
10.1109/ACCESS.2019.2936528
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With respect to the frequency estimation of a real-valued single-tone, a direct frequency estimation method is proposed to acquire fine-resolution parameter by only utilizing three discrete Fourier transform (DFT) samples around the peak. Inspired by the Quinn, Rife and Candan methods, a novel Candan combined Quinn Rife estimator (CCQRE) is proposed, and the theoretical analysis of the corresponding MSE is also given. It has been verified that the proposed method is more robust to the interbin frequency and has better performance than these existed state-of-the-art methods. Both simulations and real data experiments demonstrate the effectiveness of the proposed method. In addition, the proposed methods are suitable for real-time applications due to the simplicity, efficiency and low computational burden.
引用
收藏
页码:117063 / 117074
页数:12
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