Accurate Damping Factor and Frequency Estimation for Damped Real-Valued Sinusoidal Signals

被引:66
|
作者
Song, Jian [1 ]
Mingotti, Alessandro [2 ]
Zhang, Junhao [1 ]
Peretto, Lorenzo [2 ]
Wen, He [1 ]
机构
[1] Hunan Univ, Coll Elect & Informat Engn, Hunan Prov Key Lab Intelligent Elect Measurement &, Changsha 410082, Peoples R China
[2] Univ Bologna, Dept Elect Elect & Informat Engn G Marconi, I-40136 Bologna, Italy
基金
中国国家自然科学基金;
关键词
Damped real-valued sinusoidal signal (DRSS); discrete Fourier transform; parameter estimation; spectral leakage; INTERPOLATED DFT; ALGORITHM;
D O I
10.1109/TIM.2022.3220300
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 interpolated discrete Fourier transform (IpDFT) is one of the most popular techniques to estimate the parameters of a damped real-valued sinusoidal signal (DRSS). However, its accuracy is affected by strong noise presence and short observation windows. To this end, this letter proposes a novel two-point IpDFT method, called I2pZDFT, for the parameter estimation of a DRSS. The proposed I2pZDFT uses the zero-padding technique to increase the sampling rate in the frequency domain. The conjugate symmetry and the parity of the zero-padded signal are utilized to eliminate the influence of the spectral leakage. Simulation results highlight that the proposed I2pZDFT outperforms the existing IpDFT-based methods in terms of noise immunity, especially in the case of observation windows as short as 0.5-1 cycles.
引用
收藏
页数:4
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