[1] WANG Y, WEINACKER H, KOCH B. A Lidar point cloud based procedure for vertical canopy structure analysis and 3D single tree modelling in forest[J]. Sensors, 8, 3938-3951(2008).

[2] LUO W, MA H, YUAN J et al. High-accuracy filtering of forest scenes based on full-waveform LiDAR data and hyperspectral images[J]. Remote Sensing, 15, 3499(2023).

[3] JIANG H, YAN G, TONG Y et al. Correcting crown-level clumping effect for improving leaf area index retrieval from large-footprint LiDAR: a study based on the simulated waveform and GLAS data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 12386-12402(2021).

[4] TSENG Y H, WANG C K, CHU H J et al. Waveform-based point cloud classification in land-cover identification[J]. International Journal of Applied Earth Observation and Geoinformation, 34, 78-88(2015).

[5] ZHUANG W, MOUNTRAKIS G, WILEY J J et al. Estimation of above-ground forest biomass using metrics based on Gaussian decomposition of waveform lidar data[J]. International Journal of Remote Sensing, 36, 1871-1889(2015).

[6] XU X, QU Q, ZHANG H et al. Polarized laser target detection system for smoky environment based on full-waveform decomposition and multiscale convolutional neural networks with attention[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 199, 214-225(2023).

[7] ZHAO X, GAO J, XIA H et al. Retrieval of suspended sediment concentration from bathymetric bias of airborne LiDAR[J]. Sensors, 22, 10005(2022).

[8] WANG Y, ZHANG J, RONCAT A et al. Regularizing method for the determination of the backscatter cross section in lidar data[J]. Journal of the Optical Society of America A, 26, 1071-1079(2009).

[9] ZHU T, ZHOU H, MA Y et al. A synthetic algorithm on the skew-normal decomposition for satellite LiDAR waveforms[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-15(2022).

[10] LI X, BI T, WANG Z et al. Damped Gauss-Newton based online ranging for point extraction from low SNR and high overlapping waveforms[J]. Measurement, 199, 111479(2022).

[11] YIN T, QI J, J-PGASTELLU-ETCHEGORRY et al. Gaussian decomposition of LiDAR waveform data simulated by dart[C], 4300-4303(2018).

[12] ZHANG X, LI S, SUN J et al. Target edge extraction for array single-photon lidar based on echo waveform characteristics[J]. Optics & Laser Technology, 167(2023).

[13] WAGNER W, ULLRICH A, DUCIC V et al. Gaussian decomposition and calibration of a novel small-footprint full-waveform digitising airborne laser scanner[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 60, 100-112(2006).

[14] CAO Z, LUO A, FENG Y et al. Form-finding for tensegrity structures based on the equilibrium equation[J]. Mechanics Research Communications, 136, 104256(2024).

[15] PERSSON Å, SÖDERMAN U, TÖPEL J et al. Visualization and analysis of full-waveform airborne laser scanner data[J]. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36, 103-108(2005).

[16] MA Hongchao, LI Qi. Modified EM algorithm and its application to the decom position of laser scanning waveform data[J]. Journal of Remote Sensing, 13, 35-41(2009).

[17] WANG M, XIONG S, CHEN M et al. A waveform decomposition technique based on wavelet function and differential cuckoo search algorithm[J]. Soft Computing, 25, 5909-5923(2021).

[18] DAI Can, WANG Yuanqing, XU Fan. 3-D lidar echo decomposition based on particle swarm optimization[J]. Laser Technology, 40, 284-287(2016).

[19] FANG J, WANG Y. Decomposition of full-waveform LiDAR data utilizing an adaptive B-spline-based model and particle swarm optimization[J]. Measurement, 235, 115002(2024).

[20] XU X, WANG J, WU J et al. Full-waveform LiDAR echo decomposition method based on deep learning and sparrow search algorithm[J]. Infrared Physics & Technology, 130, 104613(2023).

[21] WANG Binghui, SONG Shalei, GONG Wei et al. Optimization decomposition method of full-waveform LiDAR[J]. Acta Geodaetica et Cartographica Sinica, 46, 1859-1867(2017).

[22] LAI Xudong, YUAN Yifei, XU Jingzhong et al. LiDAR waveform decomposition based on modified differential evolution algorithm[J]. Journal of Infrared and Millimeter Waves, 40, 381-390(2021).

[23] ZHAO Peng, DING Xue, CHENG Tingting et al. Improved genetic algorithm for UUV path planning based on differential evolution algorithm[J]. Automation Application, 65, 25-28(2024).

[24] ZHOU X, LI C. Mapping the vertical forest structure in a large subtropical region using airborne LiDAR data[J]. Ecological Indicators, 154, 110731(2023).

[25] HU Y, ZHANG X, HOU A et al. Laser echo waveform modulation modelling from lateral structure using a mathematical formula[J]. International Journal of Remote Sensing, 44, 2382-2399(2023).

[26] KANG C, LIN Z, WU S et al. Method to solve underwater laser weak waves and superimposed waves[J]. Sensors, 23, 6058(2023).

[27] STORN R, PRICE K. Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces[J]. Journal of Global Optimization, 11, 341-359(1997).

[28] MA Lejie, ZHOU Dexuan, LI Can et al. Improved particle swarm optimization algorithm combining differential evolution and sine chaos[J]. Computer Engineering and Applications, 60, 80-96(2024).

[29] GUO Zhaolu, XIANG Chuanjiao, YANG Huogen et al. Adaptive differential evolution algorithm based on dual experience combination[J]. Journal of Huazhong University of Science and Technology (Natural Science Edition), 52, 171-178(2024).

[30] YANG F, QI C, SU D et al. An airborne LiDAR bathymetric waveform decomposition method in very shallow water: a case study around Yuanzhi Island in the South China Sea[J]. International Journal of Applied Earth Observation and Geoinformation, 109, 102788(2022).