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| Content Provider | IET Digital Library |
|---|---|
| Author | Ning, Yu Bai, Xue ru Zhou, Feng Liu, Lei |
| Abstract | Due to the rapid spinning of space debris, its radar echoes have serious migration through range cells and highly non-stationary, time-varying Doppler. With low pulse repetition frequency (PRF) and data missing, conventional joint time–frequency imaging methods such as the Wigner–Ville distribution and the short-time Fourier transform cannot obtain well-focused image. To tackle this problem, this study proposes a novel method for inverse synthetic aperture radar imaging of rapidly spinning space debris using the improved genetic algorithm (GA). Firstly, the authors derive the analytic model of the scattering centres and convert the imaging problem to a parametric optimisation problem. Then, an improved GA method combined with the CLEAN technique is introduced to estimate the model parameters and construct the range and cross-range history of each scattering centre. Finally, high-resolution images at different time instants are obtained. Simulation results have shown that the proposed method achieves high resolution with low computational burden, and it is robust to low PRF and data missing. |
| Starting Page | 812 |
| Ending Page | 821 |
| Page Count | 10 |
| ISSN | 17518784 |
| Volume Number | 11 |
| e-ISSN | 17518792 |
| Issue Number | Issue 5, May (2017) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-rsn/11/5 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-rsn.2016.0048 |
| Journal | IET Radar, Sonar & Navigation |
| Publisher Date | 2017-01-03 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | CLEAN Technique Cross-range History Fourier Transform Fourier Transforms Genetic Algorithm Image Resolution Integral Transforms Inverse Synthetic Aperture Radar Imaging Inverse Synthetic Aperture Radar Imaging Method Joint Time-frequency Imaging Method Optical, Image And Video Signal Processing Optimisation Technique Parametric Optimisation Problem PRF Pulse Repetition Frequency Radar Cross Section Radar Echoes Radar Equipment Radar Imaging Scattering Centre Space Debris Synthetic Aperture Radar System And Application Time-varying Doppler |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering |
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