Improvement of the signal to noise ratio of Lidar echo signal based on wavelet de-noising technique

被引:98
作者
Zhou, Zhirong [1 ]
Hua, Dengxin [1 ]
Wang, Yufeng [1 ]
Yan, Qing [1 ]
Li, Shichun [1 ]
Li, Yan [1 ]
Wang, Hongwei [1 ]
机构
[1] Xian Univ Technol, Sch Mech & Precis Instrument Engn, Xian 710048, Peoples R China
基金
中国国家自然科学基金; 高等学校博士学科点专项科研基金;
关键词
Lidar; Soft threshold; Wavelet; De-noising; Background light; RAYLEIGH-MIE LIDAR; RAMAN-LIDAR; RELATIVE-HUMIDITY; WATER-VAPOR; TEMPERATURE; TROPOSPHERE; TRANSFORM; INVERSION; FILTER; LAYER;
D O I
10.1016/j.optlaseng.2013.02.011
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
According to the characteristics of a Lidar echo signal contaminated by noise, especially in strong background light, an effective de-noising method of wavelets based on a soft threshold is proposed to reduce the Lidar echo signal noise and improve the signal to noise ratio of system. The principles and methods of wavelet transforms and wavelet de-noising are utilized to de-noise the noisy signals. Some preliminary simulations are carried out to reduce the noise of the simulated signals in order to verify the feasibility of the de-noising method. In addition, using experimental data of the Lidar echo signals contaminated by noise in the strong background light, the de-noising range-square-corrected signals and the retrieved aerosol extinction coefficient are obtained. The results show evidence of the denoising effects and demonstrate that this method can effectively de-noise the noisy Lidar signals in strong background light and achieve improvement in the signal to noise ratio of system. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:961 / 966
页数:6
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