A New Method Based on Complex Gaussian Models for Radar High Resolution Range Profile Target Recognition

Wang Penghui; Du Lan; Liu Hongwei

doi:10.3788/aos201434.0228004

[1] Xia Zhiwei, Li Qi, Ding Shenghui, et al.. Ladar intensity image denoising by non-local means algorithm [J]. Acta Optica Sinica, 2011, 31(s1): s100409.

[2] Yan Yi, Jin Xiaofeng, Sun Jianfeng, et al.. Research of spotlight mode incoherently synthetic aperture imaging ladar [J]. Acta Optica Sinica, 2012, 32(2): 0211003.

[3] Dong Jihui, Hu Qiquan, Sun Dongsong. Techniques of depressing image noise in laser imaging tracking system [J]. Chinese J Lasers, 2011, 38(1): 0109002.

[4] Li Xinlei, Li Biao. Review on progress of real-time THz sensing and imaging technology [J]. Laser & Optoelectronics Progress, 2012, 49(9): 090008.

[5] Liu Liren. Principle of down-looking synthetic aperture imaging ladar [J]. Acta Optica Sinica, 2012, 32(9): 0928002.

[6] A R Webb. Gamma mixture models for target recognition [J]. Pattern Recognition, 2000, 33(12): 2045-2054.

[7] L Du, H Liu, Z Bao. Radar HRRP statistical recognition: parametric model and model selection [J]. IEEE Trans Signal Process, 2008, 56(5): 1931-1944.

[8] L Du, H Liu, Z Bao. Radar HRRP statistical recognition based on hypersphere model [J]. Signal Processing, 2008, 88(5): 1176-1190.

[9] S P Jacobs. Automatic Target Recognition Using High-Resolution Radar Range Profiles [D]. St. Louis: Washington University, 1997.

[10] L Du, H Liu, Z Bao, et al.. A novel feature vector using complex HRRP for radar target recognition [J]. Lecture Notes in Computer Science, 2007, 4491: 1303-1309.

[11] B Pei, Z Bao. Multi-aspect radar target recognition method based on scattering centers and HMMs classifiers [J]. IEEE Trans Aerosp Electron Syst, 2005, 41(3): 1067-1074.

[12] Zhang Xinzheng, Huang Peikang. Multi-aspect SAR target recognition based on features of sequential complex HRRP using CICA [J]. Systems Engineering and Electronics, 2012, 34(2): 263-269.

[13] W G Carrara, R S Goodman, R M Majewski. Spotlight Synthetic Aperture Eadar-Signal Processing Algorithms [M]. Norwood: Arthech House, 1995.

[14] N R Goodman. Statistical analysis based on a certain multivariate complex Gaussian distribution [J]. The Annals of Mathematical Statistics, 1963, 34(1): 152-177.

[15] M Evans, N Hastings, B Peacock. Statistical Distributions [M]. New York: Wiley, 1993.

[16] M B Christopher. Pattern Recognition and Machine Learning [M]. New York: Springer Science Business Media, 2006.

[17] H Liu, F Chen, L Du, et al.. Robust radar automatic target recognition algorithm based on HRRP signature [J]. Frontiers of Electrical and Electronic Engineering, 2012, 7(1): 49-55.

[18] L Du, H Liu, P Wang, et al.. Noise robust radar HRRP target recognition based on multitask factor analysis with small training data size [J]. IEEE Trans Signal Process, 2012, 60(7): 3546-3559.

[19] Dong Jing, Chen Rui, Li Xiaolong, et al.. Laser coherent detection of moving target based on micro-Doppler effect [J]. Chinese J Lasers, 2012, 39(10): 1014001.

[20] P Shui, H Liu, Z Bao. Range-spread target detection based on cross time-frequency distribution features of two adjacent received signals [J]. IEEE Trans Signal Process, 2009, 57(10): 3733-3745.

[21] Wang Penghui. Study of Radar High Resolution Range Profile Target Recognition Based on Statistical Modeling [D]. Xi′an: Xidian University, 2012.