Zhu Jiang, Liao Gui-Sheng, Zhu Sheng-Qi. Space Group Debris Imaging Based on Block-sparse Method[J]. Journal of Electronics & Information Technology, 2015, 37(3): 587-593. doi: 10.11999/JEIT140509
Citation:
Zhu Jiang, Liao Gui-Sheng, Zhu Sheng-Qi. Space Group Debris Imaging Based on Block-sparse Method[J]. Journal of Electronics & Information Technology, 2015, 37(3): 587-593. doi: 10.11999/JEIT140509
Zhu Jiang, Liao Gui-Sheng, Zhu Sheng-Qi. Space Group Debris Imaging Based on Block-sparse Method[J]. Journal of Electronics & Information Technology, 2015, 37(3): 587-593. doi: 10.11999/JEIT140509
Citation:
Zhu Jiang, Liao Gui-Sheng, Zhu Sheng-Qi. Space Group Debris Imaging Based on Block-sparse Method[J]. Journal of Electronics & Information Technology, 2015, 37(3): 587-593. doi: 10.11999/JEIT140509
Space debris often appears in the form of groups, and the radar echoes overlap each other along the range direction. Utilizing the block structure, a high resolution space debris imaging method of ISAR is proposed based on the block-sparse Compressed Sensing (CS). This method can get high resolution 1-D range profile of every debris based on the block-sparse CS with the characteristics of space debris, and obtain the ISAR image combined with the translation compensation and the Range Doppler (RD) algorithm. The simulation results illustrate that the proposed method can achieve high resolution ISAR image with less reconstruction error and iterative number compared with the non-structure CS method under limited measurements.