System and method for 3D SAR imaging using compressive sensing with multi-platform, multi-baseline and multi-PRF data
US-9864054-B2 · Jan 9, 2018 · US
US9971031B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9971031-B2 |
| Application number | US-201514603460-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jan 23, 2015 |
| Priority date | Jan 23, 2015 |
| Publication date | May 15, 2018 |
| Grant date | May 15, 2018 |
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A method and system generates a three-dimensional (3D) image by first acquiring data from a scene using multiple parallel baselines and multiple different pulse repetition frequencies (PRF), wherein the multiple baselines are arranged in a hyperplane. Then, a 3D compressive sensing reconstruction procedure is applied to the data to generate the 3D image corresponding to the scene.
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We claim: 1. A method for generating a three-dimensional (3D) image, wherein the image is a virtual array image, comprising steps of: acquiring data from reflectors in a scene using multiple parallel baselines, wherein the multiple parallel baselines are determined by antenna array platforms passing over the scene and multiple different pulse repetition frequencies (PRF), wherein two-dimensional coordinates of the multiple baselines are arranged in a hyperplane; and applying a 3D compressive sensing reconstruction procedure to the data to generate the 3D virtual array image corresponding to the scene. 2. The method of claim 1 , wherein the data are sampled uniformly for each baseline. 3. The method of claim 1 , wherein the baselines are predetermined to be parallel to each other. 4. The method of claim 1 , wherein each baseline includes multiple antenna elements, and spatial locations of antenna elements are subject to jitter. 5. The method of claim 1 , wherein the PRF of each baseline is independent to each other PRF. 6. The method of claim 1 , wherein the data are collected from multiple antenna virtual array systems. 7. The method of claim 1 , wherein a spatial distribution of the multiple baseline is random. 8. The method of claim 1 , wherein an elevation aperture is larger than a single virtual array orbit tube. 9. The method of claim 1 , wherein the compressive sensing method is an iterative reconstruction method. 10. The method of claim 1 , wherein the elevation resolution is higher than a predetermined 3D virtual array system. 11. The method of claim 1 , wherein the total number of baselines is fewer than a predetermined 3D virtual array system. 12. The method of claim 1 , wherein locations of the baselines are randomly distributed on an arc of a circle centered at a scene center. 13. The method of claim 1 , wherein each baseline is randomly distributed in the hyperplane with different range and elevation coordinates. 14. The method of claim 1 , wherein coordinates of the baselines are (u,w) in a range-azimuth-elevation space, and the coordinates of reflectors in the scene are (x,y,z) are parallel to azimuth axis. 15. A system for generating a three-dimensional (3D) image, wherein the image is a virtual array image, comprising: multiple parallel baselines determined by antenna array platforms passing over the scene in a hyperplane, wherein data are acquired according to the baselines from reflectors in a scene using and multiple different pulse repetition frequencies (PRF); and a processor connected to a memory storing the data of the baselines configured to apply a 3D compressive sensing reconstruction procedure to the data to generate the 3D virtual array image corresponding to the scene.
SAR modes · CPC title
Physics · mapped topic
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