光学学报, 2017, 37 (6): 0611003, 网络出版: 2017-06-08   

基于贝叶斯学习的下视三维合成孔径雷达成像方法 下载: 552次

Imaging Method of Downward-Looking Three-Dimensional Synthetic Aperture Radar Based on Bayesian Learning
康乐 1,2张群 1,2,3李涛泳 1,2顾福飞 4
作者单位
1 空军工程大学信息与导航学院, 陕西 西安 710077
2 信息感知技术协同创新中心, 陕西 西安 710077
3 复旦大学电磁波信息科学教育部重点实验室, 上海 200433
4 中国卫星海上测控部, 江苏 江阴 214431
引用该论文

康乐, 张群, 李涛泳, 顾福飞. 基于贝叶斯学习的下视三维合成孔径雷达成像方法[J]. 光学学报, 2017, 37(6): 0611003.

Kang Le, Zhang Qun, Li Taoyong, Gu Fufei. Imaging Method of Downward-Looking Three-Dimensional Synthetic Aperture Radar Based on Bayesian Learning[J]. Acta Optica Sinica, 2017, 37(6): 0611003.

参考文献

[1] Klare J, Cerutti-Maori D, Brenner A, et al. Image quality analysis of the vibrating sparse MIMO antenna array of the airborne 3D imaging radar ARTINO[C]. 2007 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2007: 5310-5314.

[2] Xie W C, Zhang X L, Shi J. MIMO antenna array design for airborne down-looking 3D imaging SAR[C]. 2010 IEEE 2nd International Conference on Signal Processing Systems (ICSPS), 2010, 2: 452-456.

[3] 杜剑波, 李道京, 马 萌, 等. 基于干涉处理的机载合成孔径激光雷达振动估计和成像[J]. 中国激光, 2016, 43(9): 0910003.

    Du Jianbo, Li Daojing, Ma Meng, et al. Vibration estimation and imaging of airborne synthetic aperture ladar based on interferometry processing[J]. Chinese J Lasers, 2016, 43(9): 0910003.

[4] Nex F, Remondino F. UAV for 3D mapping applications: a review[J]. Applied Geomatics, 2014, 6(1): 1-15.

[5] Nouvel J F, Jeuland H, Bonin G, et al. A Ka band imaging radar: DRIVE on board ONERA motorglider[C]. IEEE International Geoscience & Remote Sensing Symposium (IGARSS), 2006: 134-136.

[6] Weib M, Ender J H G. A 3D imaging radar for small unmanned airplanes-ARTINO[C]. 2005 IEEE European Radar Conference (EURAD), 2005: 209-212.

[7] Klare J, Brenner A, Ender J. Impact of platform attitude disturbances on the 3D imaging quality of the UAV ARTINO[C]. 2008 7th European Conference on Synthetic Aperture Radar (EUSAR), 2008: 1-4.

[8] Zhang D H, Zhang X L. Downward-Looking 3-D linear array SAR imaging based on Chirp Scaling algorithm[C]. 2009 IEEE 2nd Asian-Pacific Conference on Synthetic Aperture Radar (APSAR), 2009: 1043-1046.

[9] Han K Y, Wang Y P, Tan W X, et al. Efficient pseudopolar format algorithm for down-looking linear-array SAR 3-D imaging[J]. IEEE Geoscience & Remote Sensing Letters, 2015, 12(3): 572-576.

[10] Donoho D L. Compressed sensing[J]. IEEE Transactions on Information Theory, 2006, 52(4): 1289-1306.

[11] 汪 琪, 马灵玲, 李传荣, 等. 压缩感知光谱重构中的字典原子选取优化方法[J]. 光学学报, 2016, 36(9): 0930002.

    Wang Qi, Ma Lingling, Li Chuanrong, et al. Improved method of dictionary atom selection in compressive sensing spectral reconstruction[J]. Acta Optica Sinica, 2016, 36(9): 0930002.

[12] 黄芝娟, 唐超影, 陈跃庭, 等. 基于非局部相似性和低秩矩阵的遥感图像重构方法[J]. 光学学报, 2016, 36(6): 0611002.

    Huang Zhijuan, Tang Chaoying, Chen Yueting, et al. Remote sensing image reconstruction method based on non-local similarity and low rank matrix[J]. Acta Optica Sinica, 2016, 36(6): 0611002.

[13] Ren X Z, Chen L N, Yang J. 3D imaging algorithm for down-looking MIMO array SAR based on Bayesian compressive sensing[J]. International Journal of Antennas & Propagation, 2014(7): 1-9.

[14] Zhang S Q, Zhu Y T, Dong G G, et al. Truncated SVD-based compressive sensing for downward-looking three-dimensional SAR imaging with uniform/nonuniform linear array[J]. IEEE Geoscience & Remote Sensing Letters, 2015, 12(9): 1853-1857.

[15] Zhang S Q, Zhu Y T, Kuang G Y, et al. Analytic estimation performance bounds of downward-looking linear array 3-D SAR imaging based on compressive sensing[C]. 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015: 3179-3182.

[16] Xu Z B, Chang X Y, Xu F M, et al. L1/2 regularization: a thresholding representation theory and a fast solver[J]. IEEE Transactions on Neural Networks & Learning Systems, 2012, 23(7): 1013-1027.

[17] Jabbarian-Jahromi M, Shahbazi N, Kahaei M H, et al. Fast two-dimensional sparse Bayesian learning with application to pulse Doppler multiple-input—multiple-output radars[J]. IET Radar, Sonar & Navigation, 2016, 10(5): 966-975.

[18] 王力宝, 许 稼, 皇甫堪, 等. MIMO-SAR等效相位中心误差分析与补偿[J]. 电子学报, 2009, 37(12): 2688-2693.

    Wang Libao, Xu Jia, Huangfu Kan, et al. Analysis and compensation of equivalent phase center error in MIMO-SAR[J]. Acta Electronica Sinica, 2009, 37(12): 2688-2693.

[19] 侯海平, 曲长文, 周 强, 等. 机载下视阵列SAR等效相位中心分析方法研究[J]. 仪器仪表学报, 2010, 31(9): 2154-2160.

    Hou Haiping, Qu Changwen, Zhou Qiang, et al. Research on equivalent-phase-center analysis approach of airborne downward-looking array SAR[J]. Chinese Journal of Scientific Instrument, 2010, 31(9): 2154-2160.

[20] Tikhonov A N. Regularization of incorrectly posed problems[J]. Soviet Mathematica Doklady, 1963, 4(1): 1624-1627.

[21] Lustig M, Donoho D, Pauly J M. Sparse MRI: the application of compressed sensing for rapid MR imaging[J]. Magnetic Resonance in Medicine, 2007, 58(6): 1182-1195.

[22] 王伟伟, 廖桂生, 张 磊, 等. 一种基于压缩感知的稀疏孔径SAR成像方法[J]. 电子学报, 2012, 40(12): 2487-2494.

    Wang Weiwei, Liao Guisheng, Zhang Lei, et al. An imaging method based on compressive sensing for sparse aperture of SAR[J]. Acta Electronica Sinica, 2012, 40(12): 2487-2494.

康乐, 张群, 李涛泳, 顾福飞. 基于贝叶斯学习的下视三维合成孔径雷达成像方法[J]. 光学学报, 2017, 37(6): 0611003. Kang Le, Zhang Qun, Li Taoyong, Gu Fufei. Imaging Method of Downward-Looking Three-Dimensional Synthetic Aperture Radar Based on Bayesian Learning[J]. Acta Optica Sinica, 2017, 37(6): 0611003.

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