Denoising Algorithm of Lidar by Fast Independent Component Analysis

Ruan Jun; Yang Chengwu; Kan Ruifeng

doi:10.3788/lop50.040101

[1] Yang Chengwu, Liu Wenqing, Zhang Yujun. Automatic inversion algorithm of cloud cover of laser ceilometer[J]. Laser & Optoelectronics Progress, 2012, 49(3): 030102

[2] Mao Feiyue, Gong Wei, Li Jun et al.. Cloud detection and parameter retrieval based on improved differential zero-crossing method for Mie lidar［J］. Acta Optica Sinica, 2010, 30(11): 3097～3102

[3] Hu Guangshu. Digital Signal Processing: Theory，Algorithm and Implementation[M]. Beijing：Tsinghua University Press，1997. 11～12

[4] Mao Jiandong, Hua Dengxin, Wang Yufeng et al.. Noise reduction in lidar signal based on wavelet packet analysis[J]. Chinese J. Lasers, 2011, 38(2): 0209001

[5] P. Comon. Independent component analysis-a new concept[J]. Signal Processing, 1994, 36(3): 287～314

[6] A. Hyvarinen, E. Oja. A fast fixed-point algorithm for independent component analysis[J]. Neural Component, 1997, 10(7): 1483～1492

[7] Aapo Hyvarinen. Independent component analysis: algorithms and application [J]. Neural Networks, 2000, 13(5): 411～430

[8] Te-won Lee. Independent Component Analysis: Theory and Application[M]. Boston: Kluwer Academic Publishers, 1998. 42～65

[9] Rafael C. Gonzalez, Richard E. Woods. Digital Image Processing [M]. Ruan Qiuqi et al. Transl. Beijing: Electronic Industry Press, 2004. 311～356