A Method of Nonlinearity Estimation and Correction Based on Difference Filtering

被引:2
|
作者
Zhao Bo
Zhang Yueyi
Xu Yuanhong
Liu Xiaojun
Fang Guangyou [1 ]
机构
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
基金
中国国家自然科学基金;
关键词
Frequency Modulation Continuous Waveform (FMCW); Difference equation; Estimation of nonlinearity; Matching Fourier Transform (MFT); Correction of nonlinearity; FMCW; RADAR;
D O I
10.11999/JEIT211193
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
In the linear Frequency Modulation Continuous Waveform (FMCW) Radar system, due to the non-ideal characteristics of each instrument, the phase of the signal produces various distortions, which affects seriously the radar's ranging accuracy and imaging quality. It requires certain correction methods to obtain high-precision measurement results. In view of the characteristics of FMCW signal and deterministic nonlinear phase, this paper establishes a FMCW signal model subject to nonlinear interference, and proposes a new nonlinear estimation method based on difference filtering, which can simultaneously estimate periodic and non-periodic nonlinearities, and uses Matching Fourier Transform (MFT) method to correct the nonlinear phase. Simulation and comparative analysis show that this method has higher estimation accuracy than other methods, and it can also have a good correction effect when the nonlinearity is large. Finally, the actual measurement data of the radar is used to verify the effectiveness of the algorithm.
引用
收藏
页码:1295 / 1302
页数:8
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