De-noising LiDAR signal using wavelet technique

被引:0
作者
Sivakumar, Venkataraman [1 ]
机构
[1] CSIR, NLC, ZA-0001 Pretoria, South Africa
来源
LIDAR REMOTE SENSING FOR ENVIRONMENTAL MONITORING VIII | 2007年 / 6681卷
关键词
LiDAR; DIAL; signal to noise ratio (SNR); de-noising; wavelet techniques;
D O I
10.1117/12.739450
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
LiDAR (Light Detection And Ranging) has emerged as one of the most powerful and versatile remote sensing techniques for high resolution atmosphere studies. In most cases, the LiDAR backscattered signal is affected by various noises and extracting the weak signal from the noisy backscatter is a fundamental problem in the LiDAR system. This paper presents a new LiDAR de-noising technique which is based on wavelet transform. The technique is applied to the backscattered signal obtained from low power laser transmission (order of few mJ). Results prove that the technique is effective by retrieving, even weak signals.
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收藏
页数:9
相关论文
共 10 条
[1]  
ANTONIADIS A, 1994, STAT SINICA, V4, P651
[2]   Wavelet regression for random or irregular design [J].
Antoniadis, A ;
Pham, DT .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 1998, 28 (04) :353-369
[3]  
Antoniadis A., 1995, LECT NOTES STAT, P103
[4]  
Coifman R., 1992, Proc. Wavelets and Their Applications, P153
[5]   Time and range averaging of lidar echoes using APD based receivers [J].
Dias, JMB ;
Fonseca, E ;
Resendes, D .
APPLICATIONS OF LIDAR TO CURRENT ATMOSPHERIC TOPICS III, 1999, 3757 :158-166
[6]   DE-NOISING BY SOFT-THRESHOLDING [J].
DONOHO, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1995, 41 (03) :613-627
[7]  
MALLAT S, 1989, IEEE T PATTERN ANAL, V11, P7
[8]   LIMITATIONS OF SIGNAL AVERAGING DUE TO TEMPORAL CORRELATION IN LASER REMOTE-SENSING MEASUREMENTS [J].
MENYUK, N ;
KILLINGER, DK ;
MENYUK, CR .
APPLIED OPTICS, 1982, 21 (18) :3377-3383
[9]   PULSE AVERAGING METHODS FOR A LASER REMOTE MONITORING-SYSTEM USING ATMOSPHERIC BACKSCATTER [J].
MILTON, MJT ;
WOODS, PT .
APPLIED OPTICS, 1987, 26 (13) :2598-2603
[10]  
SIVAKUMAR V, 2007, UNPUB ADV SPACE RES