Nonlinear Phase Estimation and Compensation for FMCW Ladar Based on Synchrosqueezing Wavelet Transform

被引:15
作者
Wang, Rongrong [1 ,2 ,3 ]
Xiang, Maosheng [1 ,2 ,3 ]
Wang, Bingnan [1 ,2 ,3 ]
Li, Chuang [4 ]
机构
[1] Natl Key Lab Microwave Imaging Technol, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
[3] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R China
[4] Xi An Jiao Tong Univ, Sch Informat & Commun Engn, Natl Engn Lab Offshore Oil Explorat, Xian 710049, Peoples R China
关键词
Wavelet transforms; Laser radar; Time-frequency analysis; Noise measurement; Phase estimation; Frequency modulation; Frequency modulation continuous wave (FMCW); laser radar (Ladar); nonlinearity compensation; synchrosqueezing wavelet transform (SST); time-frequency domain; FREQUENCY-DOMAIN REFLECTOMETRY; MODULATION; RADAR;
D O I
10.1109/LGRS.2020.2997999
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Frequency modulation continuous wave (FMCW) laser radar (Ladar) is a new radar system suitable for long-range detection and high-resolution imaging. However, the transmitted signal inevitably suffers from nonlinear frequency modulation errors which reduce the quality of Ladar imaging. We propose a nonlinear phase estimation and compensation method based on synchrosqueezing wavelet transform (SST). We first use SST to synchrosqueeze the dechirp signal containing a reference range in time-frequency domain and obtain the time-frequency information of the reference dechirp signal. As SST could aggregate the time-frequency distribution of noise, the proposed method is effective even in a noisy environment. A nonlinearity model in time-frequency domain is then built to estimate the nonlinear phase of the transmitted signals by using the time-frequency information of the reference dechirp signal. For the case of long-range detection, we adopt a residual video phase filtering to convert the nonlinear phase of the dechirp signal to range-independent phase errors. Finally, the nonlinearity of the dechirp signal is compensated using the estimated nonlinear phase of the transmitted signals. The experimental and real data tests show that the proposed method effectively improves the resolution of long-range Ladar imaging by compensating for the nonlinearity of the dechirp signal. Its advantage is the effectiveness for noisy and multicomponent FMCW Ladar signals.
引用
收藏
页码:1174 / 1178
页数:5
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