Scattering Mechanism Identification Based on Polarimetric HRRP of Manmade Target

Wu Jiani; Chen Yongguang; Dai Dahai; Pang Bo; Wang Xuesong

doi:10.12000/JR16026

Volume 5 Issue 2

Apr. 2016

Turn off MathJax

Article Contents

Abstract

References

Article Navigation > Journal of Radars > 2016 > 5(2): 174-181

Zhang Ran, Feng Dejun, Xu Letao. Design and Polarization Characteristics Analysis of Dihedral Based on Salisbury Screen[J]. Journal of Radars, 2016, 5(6): 658-665. doi: 10.12000/JR16055

Citation:

Wu Jiani, Chen Yongguang, Dai Dahai, Pang Bo, Wang Xuesong. Scattering Mechanism Identification Based on Polarimetric HRRP of Manmade Target[J]. Journal of Radars, 2016, 5(2): 174-181. doi: 10.12000/JR16026

Zhang Ran, Feng Dejun, Xu Letao. Design and Polarization Characteristics Analysis of Dihedral Based on Salisbury Screen[J]. Journal of Radars, 2016, 5(6): 658-665. doi: 10.12000/JR16055

Citation:

PDF( 6318 KB)

Scattering Mechanism Identification Based on Polarimetric HRRP of Manmade Target

DOI: 10.12000/JR16026

1.
(State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, National University of Defense Technology, Changsha 410073, China)
2.
(Beijing Institute of Tracking and Telecommunications Technology, Beijing 100094, China)

Funds:

The National Natural Science Foundation of China (61302143, 61490693, 41301490), National High-Tech RD Program of China (2013AA122202)

Received Date: 2016-01-30
Rev Recd Date: 2016-03-10
Publish Date: 2016-04-28

Abstract

Abstract

In this paper, we analyze the space polarization and frequency dispersion characteristics of the polarimetric High Resolution Range Profile (HRRP) of manmade targets. We integrate these characteristics and propose a novel scheme for scattering mechanism identification. Using a polarization decomposition technique, the scheme first identifies the scattering mechanism of the scattering centers. Specially, it uses an algorithm to compensate for the polarization orientation angle in order to decrease the errors in judgment caused by the varying azimuth. Then, based on the frequency dispersion characteristics, we design threedimensional parameters to discriminate between the scattering centers, in order to decrease the inaccuracy in the discriminations. Finally, we conduct simulations based on electromagnetic data to validate the feasibility of the proposed scheme and to demonstrate that it provides a basis for practical use in target recognition.
- Polarimetric High Resolution Range Profile (HRRP),
- Scattering center,
- Scattering mechanism identification

FullText(HTML)

References(19)

References

[1]	黄培康, 殷红成, 许小剑, 等. 雷达目标特性[M]. 北京: 电子工业出版社, 2005. Huang P K, Yin H C, Xu X J, et al.. Radar Target Signature[M]. Beijing: Publishing House of Electronics Industry, 2005.
[2]	Jackson J A. Three-dimensional feature models for synthetic aperture radar and experiments in feature extraction[D]. [Ph.D. dissertation], Ohio State University, 2009.
[3]	徐牧, 王雪松, 肖顺平, 等. 基于散射机理分类与方位对称性判决的极化SAR人造目标提取[J]. 国防科技大学学报, 2008, 30(5): 6872. Xu M, Wang X S, Xiao S P, et al.. Man-made target extraction based on scattering mechanism identification and azimuthal symmetry decision of POLSAR images[J]. Journal of National University of Defense Technology, 2008, 30(5): 6872.
[4]	徐牧. 极化 SAR 图像人造目标提取与几何结构反演研究[D]. [博士论文], 国防科学技术大学, 2008. Xu M. Extraction and geometrical structure retrieval of man-made target in POLSAR imagery[D]. [Ph.D. dissertation], National University of Defense Technology, 2008.
[5]	Fuller D F. Phase history decomposition for efficient scatterer classification in SAR imagery[D]. [Ph.D. dissertation], Air Force Institute of Technology, 2011.
[6]	Saville M A, Jackson J A, and Fuller D F. Rethinking vehicle classification with wide-angle polarimetric SAR[J]. IEEE Aerospace andElectronic Systems Magazine, 2014, 29(1): 4149.
[7]	冯博, 陈渤, 王鹏辉, 等. 利用稳健字典学习的雷达高分辨距离像目标识别算法[J]. 电子与信息学报, 2015, 37(6): 14571462. Feng B, Chen B, Wang P H, et al.. Radar high resolution range profile target recognition algorithm via stable dictionary learning[J]. Journal of Electronics Information Technology, 2015, 37(6): 14571462.
[8]	Wang J, Li Y, and Chen K. Radar high-resolution range profile recognition via geodesic weighted sparse representation[J]. IET Radar, Sonar Navigation, 2015, 9(1): 7583.
[9]	Potter L C, Chiang D-M, Carriere R, et al.. A GTD-based parametric model for radar scattering[J]. IEEE Transactions on Antennas and Propagation, 1995, 43(10): 10581067.
[10]	Potter L C and Moses R. Attributed scattering centers for SAR ATR[J]. IEEE Transactions on Image Processing, 1997, 6(1): 7991.
[11]	代大海. 极化雷达成像及目标特征提取研究[D]. [博士论文], 国防科学技术大学, 2008. Dai D H. Study on polarimetric radar imaging and target feature extraction[D]. [Ph.D. dissertation], National University of Defense Technology, 2008.
[12]	Krogager E. New decomposition of the radar target scattering matrix[J]. Electronics Letters, 1990, 26(18): 15251527.
[13]	Lee J-S and Pottier E. Polarimetric Radar Imaging: From Basics to Applications[M]. Taylor Francis Group, CRC Press, 2009.
[14]	Kimura H, Papathanassiou K P, and Hajnsek I. Polarization orientation effect in urban areas on PolSAR data[C]. Proceedings of IGARSS 2005, Seoul, 2005, 7: 48634867. 龙江平, 丁晓利, 汪长城. 极化方位角补偿信息支持下的植被参数反演[J]. 测绘学报, 2014, 43(10): 10511060.
[15]	Long J P, Ding X L, and Wang C C. Forest parameters inversion with the support of compensation information of radar polarization orientation angle[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(10): 10511060.
[16]	Lee J S, Krogag er E, Schuler D L, et al.. On the estimation of polarization orientation angles induced from azimuth slopes using polarimetric SAR data[C]. IEEE 2000 Processing of International Geoscience and Remote Sensing Symposium, Honolulu, HI, 2000, 3: 13101312.
[17]	Lee J S, Schuler D L, Ainworth T L, et al.. On the estimation of radar polarization orientation shifts induced by terrain slopes[J]. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(1): 3041.
[18]	Lee J-S, Schuler D L, and Ainworth T L. Polarimetric SAR data compensation for terrain azimuth slope variation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2000, 38(5): 21532163.
[19]	Dungan K E, Austin C, Nehrbass J, et al.. Civilian vehicle radar data domes[C]. Proceedings of the SPIE, Orlando, 2010, 7699. doi: 10.117/12.850151.

Relative Articles

[1]	DING Chuanwei, LIU Zhilin, ZHANG Li, ZHAO Heng, ZHOU Qing, HONG Hong, ZHU Xiaohua. Tangential Human Posture Recognition with Sequential Images Based on MIMO Radar[J]. Journal of Radars, 2025, 14(1): 151-167. doi: 10.12000/JR24116
[2]	XIAO Jiong, TANG Bo, WANG Hai. Sparse Reconstruction-based Direction of Arrival Estimation for MIMO Radar in the Presence of Unknown Mutual Coupling[J]. Journal of Radars, 2024, 13(5): 1123-1133. doi: 10.12000/JR24061
[3]	LI Yachao, WANG Jiadong, ZHANG Tinghao, SONG Xuan. Present Situation and Prospect of Missile-borne Radar Imaging Technology[J]. Journal of Radars, 2022, 11(6): 943-973. doi: 10.12000/JR22119
[4]	HE Zishu, CHENG Ziyang, LI Jun, ZHANG Wei, SHI Jingxi, SU Yang, DENG Minglong. A Survey of Collocated MIMO Radar[J]. Journal of Radars, 2022, 11(5): 805-829. doi: 10.12000/JR22128
[5]	GUO Zhongyi, WANG Yunlai, WANG Yanzhe, GUO Kai. Research Advances in Vortex Radar Imaging Technology[J]. Journal of Radars, 2021, 10(5): 665-679. doi: 10.12000/JR21075
[6]	ZHANG Guoxin, YI Wei, KONG Lingjiang. Direct Position Determination for Massive MIMO System with One-bit Quantization[J]. Journal of Radars, 2021, 10(6): 970-981. doi: 10.12000/JR21062
[7]	DING Jinshan. Focusing Algorithms and Moving Target Detection Based on Video SAR[J]. Journal of Radars, 2020, 9(2): 321-334. doi: 10.12000/JR20018
[8]	XING Mengdao, LIN Hao, CHEN Jianlai, SUN Guangcai, YAN Bangbang. A Review of Imaging Algorithms in Multi-platform-borne Synthetic Aperture Radar[J]. Journal of Radars, 2019, 8(6): 732-757. doi: 10.12000/JR19102
[9]	YANG Jianyu. Multi-directional Evolution Trend and Law Analysis of Radar Ground Imaging Technology（in English）[J]. Journal of Radars, 2019, 8(6): 669-692. doi: 10.12000/JR19099
[10]	Xu Jingwei, Zhu Shengqi, Liao Guisheng, Zhang Yuhong. An Overview of Frequency Diverse Array Radar Technology[J]. Journal of Radars, 2018, 7(2): 167-182. doi: 10.12000/JR18023
[11]	Zhang Qun, Hu Jian, Luo Ying, Chen Yijun. Research Progresses in Radar Feature Extraction, Imaging, and Recognition of Target with Micro-motions[J]. Journal of Radars, 2018, 7(5): 531-547. doi: 10.12000/JR18049
[12]	Gong Pengcheng, Liu Gang, Huang He, Wang Wenqin. Multidimensional Parameter Estimation Method Based on Sparse Iteration in FDA-MIMO Radar[J]. Journal of Radars, 2018, 7(2): 194-201. doi: 10.12000/JR16121
[13]	Luo Ying, Gong Yishuai, Chen Yijun, Zhang Qun. Multi-target Micro-motion Feature Extraction Based on Tracking Pulses in MIMO Radar[J]. Journal of Radars, 2018, 7(5): 575-584. doi: 10.12000/JR18035
[14]	Zhang Keshu, Pan Jie, Wang Ran, Li Guangzuo, Wang Ning, Wu Yirong. Study of Wide Swath Synthetic Aperture Ladar Imaging Techology[J]. Journal of Radars, 2017, 6(1): 1-10. doi: 10.12000/JR16152
[15]	Liang Hao, Cui Chen, Yu Jian. Two-dimensional DOA Estimation with High Accuracy for MIMO Radar Using Cross Array[J]. Journal of Radars, 2016, 5(3): 254-264. doi: 10.12000/JR16016
[16]	Wei Ming-gui, Liang Da-chuan, Gu Jian-qiang, Min Rui, Li Jin, Ouyang Chun-mei, Tian Zhen, He Ming-xia, Han Jia-guang, Zhang Wei-li. Terahertz Radar Imaging Based on Time-domain Spectroscopy[J]. Journal of Radars, 2015, 4(2): 222-229. doi: 10.12000/JR14125
[17]	Tan Yun-hua, Wang Li-bo, Li Lian-lin. A Novel Probability Model for Suppressing Multipath Ghosts in GPR and TWI Imaging: A Numerical Study(in English)[J]. Journal of Radars, 2015, 4(5): 509-517. doi: 10.12000/JR15066
[18]	Wang Ting, Zhao Yong-jun, Hu Tao. Overview of Space-Time Adaptive Processing for Airborne Multiple-Input Multiple-Output Radar[J]. Journal of Radars, 2015, 4(2): 136-148. doi: 10.12000/JR14091
[19]	Wu Yi-rong. Concept on Multidimensional Space Joint-observation SAR[J]. Journal of Radars, 2013, 2(2): 135-142. doi: 10.3724/SP.J.1300.2013.13047
[20]	Mao Yong-fei, Wang Xiao-jie, Xiang Mao-sheng. Joint Three-dimensional Location Algorithm for Airborne Interferometric SAR System[J]. Journal of Radars, 2013, 2(1): 60-67. doi: 10.3724/SP.J.1300.2012.20107

Supplements(0)

Cited By

Cited by

Periodical cited type(2)

1.	纪正江，程琳豪，郑锡涛，闫雷雷. 基于碳纤维的层合结构双极化电磁吸波及其弯曲性能设计. 应用数学和力学. 2024(08): 1096-1105 .
2.	曹文博，麻晢乂培，黄小忠，姜超. 基于单层频率选择表面的轻质宽频吸波体设计. 电子元件与材料. 2022(02): 180-185 .

Other cited types(4)

Proportional views

Proportional views

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Get Citation

PDF

XML

Article views(2722) PDF downloads(1177)