Laser & Optoelectronics Progress, Volume. 58, Issue 23, 2328001(2021)

Wavelet and Empirical Mode Decomposition Denoising for GLAS Full Waveform Data

Zhenhua Wang1, Xiaodan Liu1, and Xiangfeng Liu2、*
Author Affiliations
  • 1Department of Information, Shanghai Ocean University, Shanghai 201306, China
  • 2Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 200083, China
  • show less
    References(32)

    [1] Men H T, Li G Y, Chen J Y et al. Research on the refined simulation method of laser altimetry satellite echo waveform[J]. Chinese Journal of Lasers, 46, 0110004(2019).

    [2] Yang J X, Zhu Y D, Wang Q et al. Influence of surface reflectance and aerosol optical depth on performance of spaceborne integral path differential absorption lidar[J]. Chinese Journal of Lasers, 46, 0910001(2019).

    [3] Jiang D, Qin Y C, Wang X P. Sensitivity analysis of atmospheric delay corrections for satellite-borne laser altimeter[J]. Laser & Optoelectronics Progress, 56, 230101(2019).

    [4] Hu G J, Fang Y, Zhang L. Development of spaceborne lidar and analysis of its application prospect in surveying and mapping[J]. Geomatics Technology and Equipment, 17, 34-37(2015).

    [5] Yu Z Z, Hou X, Zhou C Y. Progress and current state of space-borne laser altimetry[J]. Laser & Optoelectronics Progress, 50, 020006(2013).

    [6] Wang C H, Li X, Peng H. Research on simulation and analysis of spaceborne full waveform laser altimeter[J]. Laser & Optoelectronics Progress, 52, 102801(2015).

    [7] Liang M, Ma K. Study on the method of echo signal denoising based on gauss filter[J]. Geomatics & Spatial Information Technology, 40, 40-42(2017).

    [8] Zuo Z Q, Tang X M, Li G Y et al. Adaptive Gaussian filtering of the full waveform of GF-7 satellite laser altimeter[J]. Infrared and Laser Engineering, 49, 20200251(2020).

    [9] Li J H, Hu D Y, Cen J et al. Estimating forest canopy height using lidar data based on wavelet denoising[J]. Science of Surveying and Mapping, 40, 10-15(2015).

    [10] Ma P G, Liu Y, Qi L et al. Wavelet filter algorithm for echo signal of pulsed lidar at low SNR[J]. Electronics Optics & Control, 18, 26-29, 45(2011).

    [11] Qiu S, Xing Y Q, Li L C et al. ICESAT-GLAS data processing based on wavelet transform[J]. Forest Engineering, 28, 33-35, 59(2012).

    [12] Wu H B, Xing Y Q, Xing T et al. Method of extracting ICESat/GLAS complete waveform data based on wavelet transform[C], 420-425(2010).

    [13] Zhao W L. Threshold speech signal denoising based on wavelet transform[J]. Journal of Chongqing University of Science and Technology (Natural Sciences Edition), 7, 73-75(2005).

    [15] Li Z X, Xu H Z. A wavelet threshold de-noising algorithm based on empirical mode decomposition[J]. Computer Simulation, 26, 325-328, 337(2009).

    [19] Qu C S, Lu T Z, Tan Y. A modified empirical mode decomposition method with applications to signal de-noising[J]. Acta Automatica Sinica, 36, 67-73(2010).

    [20] Ma Y, Li S, Zhou H et al. Noise suppression method for received waveform of satellite laser altimeter based on adaptive filter[J]. Infrared and Laser Engineering, 41, 3263-3268(2012).

    [24] Sun G D, Qin L A, Cheng Z et al. Application of wavelet noise reduction for simulated signals of imaging lidar[J]. Laser & Optoelectronics Progress, 54, 090102(2017).

    [25] Li H D, Li Q. Wavelet denoising based on technique of threshold[J]. Computer Technology and Development, 19, 56-58(2009).

    [26] Wu G W, Wang C M, Bao J D et al. A wavelet threshold de-noising algorithm based on adaptive threshold function[J]. Journal of Electronics & Information Technology, 36, 1340-1347(2014).

    [27] Du H F, Cong S. The study on wavelet de-noising under the environment of Matlab[J]. Computer Simulation, 20, 119-122(2003).

    [28] Li K F, Wang Z. Application of improved wavelet threshold denoising in speech recognition[J]. Computer Technology and Development, 23, 231-234(2013).

    [30] Chen W P, Pan Z W. Denoising of wavelet threshold filtering based on empirical mode decomposition[J]. Journal of Anhui University of Technology (Natural Science), 27, 397-400(2010).

    Tools

    Get Citation

    Copy Citation Text

    Zhenhua Wang, Xiaodan Liu, Xiangfeng Liu. Wavelet and Empirical Mode Decomposition Denoising for GLAS Full Waveform Data[J]. Laser & Optoelectronics Progress, 2021, 58(23): 2328001

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Remote Sensing and Sensors

    Received: Feb. 18, 2021

    Accepted: Mar. 26, 2021

    Published Online: Nov. 29, 2021

    The Author Email: Liu Xiangfeng (xiangfeng_liu@163.com)

    DOI:10.3788/LOP202158.2328001

    Topics