Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging
As a frequency-domain algorithm for Synthetic Aperture Radar (SAR) imaging, the Range Migration Algorithm (RMA) can theoretically achieve optimal performance. However, because its Stolt mapping is performed using pixel-by-pixel convolution, the computational efficiency of RMA is inadequate for massi...
| 出版年: | Leida xuebao |
|---|---|
| 主要な著者: | , , |
| フォーマット: | 論文 |
| 言語: | 英語 |
| 出版事項: |
China Science Publishing & Media Ltd. (CSPM)
2020-04-01
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| 主題: | |
| オンライン・アクセス: | http://radars.ie.ac.cn/article/doi/10.12000/JR19112?viewType=HTML |
| _version_ | 1851829832764096512 |
|---|---|
| author | WEI Wei ZHU Daiyin WU Di |
| author_facet | WEI Wei ZHU Daiyin WU Di |
| author_sort | WEI Wei |
| collection | DOAJ |
| container_title | Leida xuebao |
| description | As a frequency-domain algorithm for Synthetic Aperture Radar (SAR) imaging, the Range Migration Algorithm (RMA) can theoretically achieve optimal performance. However, because its Stolt mapping is performed using pixel-by-pixel convolution, the computational efficiency of RMA is inadequate for massive SAR data processing requirements. In this paper, we propose a modified RMA based on the Principle of Chirp Scaling (PCS). First, SAR echo data is divided along the range direction, and the subswath signal is compensated by the second-order range-azimuth coupling term and high-order terms at the reference distance. Then, the nonlinear Stolt mapping is modified to become linear. Finally, Stolt interpolation is realized using PCS to efficiently resample the processed data. Demonstrating both well-focused performance and high computational efficiency, the proposed PCS-RMA employs only fast Fourier transforms and complex vector
multiplication operations to achieve modified Stolt mapping. The processing results of several simulation data and X-band-measured airborne SAR data with a pulse bandwidth of 1.2 GHz verify the effectiveness of the proposed algorithm. The proposed algorithm can also be employed for the rapid processing of missile-borne, spaceborne, and drone-borne SAR data. |
| format | Article |
| id | doaj-art-abc2ca1a42014c39a7a1dba37c27fa5d |
| institution | Directory of Open Access Journals |
| issn | 2095-283X 2095-283X |
| language | English |
| publishDate | 2020-04-01 |
| publisher | China Science Publishing & Media Ltd. (CSPM) |
| record_format | Article |
| spelling | doaj-art-abc2ca1a42014c39a7a1dba37c27fa5d2025-08-19T22:32:29ZengChina Science Publishing & Media Ltd. (CSPM)Leida xuebao2095-283X2095-283X2020-04-019235436210.12000/JR19112Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR ImagingWEI Wei0ZHU Daiyin1WU Di2(Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)(Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)(Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)As a frequency-domain algorithm for Synthetic Aperture Radar (SAR) imaging, the Range Migration Algorithm (RMA) can theoretically achieve optimal performance. However, because its Stolt mapping is performed using pixel-by-pixel convolution, the computational efficiency of RMA is inadequate for massive SAR data processing requirements. In this paper, we propose a modified RMA based on the Principle of Chirp Scaling (PCS). First, SAR echo data is divided along the range direction, and the subswath signal is compensated by the second-order range-azimuth coupling term and high-order terms at the reference distance. Then, the nonlinear Stolt mapping is modified to become linear. Finally, Stolt interpolation is realized using PCS to efficiently resample the processed data. Demonstrating both well-focused performance and high computational efficiency, the proposed PCS-RMA employs only fast Fourier transforms and complex vector multiplication operations to achieve modified Stolt mapping. The processing results of several simulation data and X-band-measured airborne SAR data with a pulse bandwidth of 1.2 GHz verify the effectiveness of the proposed algorithm. The proposed algorithm can also be employed for the rapid processing of missile-borne, spaceborne, and drone-borne SAR data.http://radars.ie.ac.cn/article/doi/10.12000/JR19112?viewType=HTMLsynthetic aperture radar(sar)modified range migration algorithm(rma)principle of chirp scaling(pcs)high-resolution imagingsubswath division |
| spellingShingle | WEI Wei ZHU Daiyin WU Di Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging synthetic aperture radar(sar) modified range migration algorithm(rma) principle of chirp scaling(pcs) high-resolution imaging subswath division |
| title | Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging |
| title_full | Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging |
| title_fullStr | Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging |
| title_full_unstemmed | Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging |
| title_short | Wavenumber Domain Algorithm Based on the Principle of Chirp Scaling for SAR Imaging |
| title_sort | wavenumber domain algorithm based on the principle of chirp scaling for sar imaging |
| topic | synthetic aperture radar(sar) modified range migration algorithm(rma) principle of chirp scaling(pcs) high-resolution imaging subswath division |
| url | http://radars.ie.ac.cn/article/doi/10.12000/JR19112?viewType=HTML |
| work_keys_str_mv | AT weiwei wavenumberdomainalgorithmbasedontheprincipleofchirpscalingforsarimaging AT zhudaiyin wavenumberdomainalgorithmbasedontheprincipleofchirpscalingforsarimaging AT wudi wavenumberdomainalgorithmbasedontheprincipleofchirpscalingforsarimaging |
