Estimation of single-tone signal frequency with special reference to a frequency-modulated continuous wave system

被引:8
|
作者
Huang, Chih-Fang [1 ]
Lu, Hsiang-Pin [2 ]
Chieng, Wei-Hua [2 ]
机构
[1] Yuan Ze Univ, Dept Informat Commun, Tao Yuan, Taiwan
[2] Natl Chiao Tung Univ, Dept Mech Engn, Taipei, Taiwan
关键词
frequency estimation; FFT; DFT; Cramer-Rao bound (CRB); frequency-modulated continuous wave (FMCW); DICHOTOMOUS SEARCH; INTERPOLATION; DFT;
D O I
10.1088/0957-0233/23/3/035002
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Estimating the frequency of a single-tone signal is a common problem in radar applications, such as frequency-modulated continuous wave radar. This study presents a frequency estimation algorithm called the gradient search method using the derivative of discrete Fourier transform on the received signal samples. The analytical boundaries of the proposed method for different signal-to-noise ratios under the two conditions, with the rectangular window and with the Hann window, are derived. This study also compares the most appropriate algorithms available in the literature, including chirp-Z transform and other advanced methods. Simulation and experimental results show that the proposed algorithm provides superior performance to previous methods.
引用
收藏
页数:11
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