| Presentation | 2021-12-16 Sparse Reconstruction and Resolution Improving of Synthetic Aperture Radar using Deconvolution ISTA Masanori Gocho, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The image reconstruction process of the SAR is generally implemented by the macthed filterling, but its resolution is constrained by the signal bandwidth of the radar. In this study, we discuss the resolution improvement of SAR (Synthetic Aperture Radar) using sparse reconstruction and propose a sparse reconstruction method, Deconvolution ISTA, to solve multi-dimensional convolutional probrems. The proposed method, which is an optimized version of the ISTA for the convolutional problems, can estimate a sparse source signal from an observed signal. In this paper, we formulate the SAR reconstruction and describe the proposed method, and show the experimental results using an airborne SAR data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Synthetic Aperture Radar / SAR / Sparse reconstruction / ISTA / Deconvolution |
| Paper # | AP2021-130 |
| Date of Issue | 2021-12-09 (AP) |
| Conference Information | |
| Committee | AP |
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| Conference Date | 2021/12/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Antennas and Propagation |
| Chair | Hiroshi Yamada(Niigata Univ.) |
| Vice Chair | Mitoshi Fujimoto(Fukui Univ) |
| Secretary | Mitoshi Fujimoto(NTT DOCOMO) |
| Assistant | Dr. Kim(Niigata Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Antennas and Propagation |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sparse Reconstruction and Resolution Improving of Synthetic Aperture Radar using Deconvolution ISTA |
| Sub Title (in English) | Evaluation of the Effective Resolution |
| Keyword(1) | Synthetic Aperture Radar |
| Keyword(2) | SAR |
| Keyword(3) | Sparse reconstruction |
| Keyword(4) | ISTA |
| Keyword(5) | Deconvolution |
| 1st Author's Name | Masanori Gocho |
| 1st Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| Date | 2021-12-16 |
| Paper # | AP2021-130 |
| Volume (vol) | vol.121 |
| Number (no) | AP-305 |
| Page | pp.pp.7-12(AP), |
| #Pages | 6 |
| Date of Issue | 2021-12-09 (AP) |