Advanced search
Publication Cover
Remote Sensing Letters Volume 13, 2022 - Issue 10
Submit an article Journal homepage
136
Views
1
CrossRef citations to date
0
Altmetric
Research Article

A reweighted alternating direction method of multipliers for joint phase adjustment and ISAR imaging

Xu Weia Department of Early Warning Technology, Air Force Early Warning Academy, Wuhan, People’s Republic of ChinaCorrespondence[email protected]
View further author information
,
Jun Yanga Department of Early Warning Technology, Air Force Early Warning Academy, Wuhan, People’s Republic of ChinaView further author information
,
Mingjiu Lvb Radar NCO School, Air Force Early Warning Academy, Wuhan, People’s Republic of ChinaORCID Iconhttps://orcid.org/0000-0003-0515-6007View further author information
ORCID Icon,
Wenfeng Chena Department of Early Warning Technology, Air Force Early Warning Academy, Wuhan, People’s Republic of ChinaView further author information
&
Xiaoyan Maa Department of Early Warning Technology, Air Force Early Warning Academy, Wuhan, People’s Republic of ChinaView further author information
Pages 1020-1028 | Received 28 Feb 2022, Accepted 28 Aug 2022, Published online: 11 Sep 2022

References

  • Duan, H. P., L. Z. Zhang, J. Fang, L. Huang, and H. B. Li. 2015. “Pattern-Coupled Sparse Bayesian Learning for Inverse Synthetic Aperture Radar Imaging.” IEEE Signal Processing Letters 22 (11): 1995–1999. doi:10.1109/LSP.2015.2452412.
  • Hashempour, H. R. 2020. “Sparsity-Driven ISAR Imaging Based on Two-Dimensional ADMM.” IEEE Sensors Journal 20 (22): 13349–13356. doi:10.1109/JSEN.2020.3006105.
  • Hou, Q. K., L. J. Fan, S. Y. Su, and Z. P. Chen. 2015. “Compensation of Phase Errors for Compressed Sensing Based ISAR Imagery Using Inadequate Pulses.” Progress in Electromagnetics Research M 41: 125–138. doi:10.1109/JSEN.2018.2869832.
  • Hu, X. W., N. N. Tong, S. S. Ding, X. Y. He, and X. R. Zhao. 2016. “ISAR Imaging with Sparse Stepped Frequency Waveforms via Matrix Completion.” Remote Sensing Letters 7 (9): 847–854. doi:10.1080/2150704X.2016.1192699.
  • Li, R. Z., S. H. Zhang, C. Zhang, Y. X. Liu, and X. Li. 2021. “Deep Learning Approach for Sparse Aperture ISAR Imaging and Autofocusing Based on Complex-Valued ADMM-Net.” IEEE Sensors Journal 21 (3): 3437–3451. doi:10.1109/JSEN.2020.3025053.
  • Li, R. Z., S. H. Zhang, C. Zhang, Y. X. Liu, and X. Li. 2022. “A Computational Efficient 2-D Block-Sparse ISAR Imaging Method Based on PCSBL-GAMP-Net.” IEEE Transactions on Geoscience and Remote Sensing 60: 5214814. doi:10.1109/TGRS.2021.3111901.
  • Liu, Q. C., and Y. Wang. 2019. “A Fast Eigenvector-Based Autofocus Method for Sparse Aperture ISAR Sensors Imaging of Moving Target.” IEEE Sensors Journal 19 (4): 1307–1319. doi:10.1109/JSEN.2018.2880899.
  • Lv, M. J., W. F. Chen, J. C. Ma, J. Yang, and X. Y. Ma. 2021. “A Gridless Sparse ISAR Imaging Method Using Atomic Norm Minimization Based on Multiple Measurement Vectors.” Remote Sensing Letters 12 (6): 604–613. doi:10.1080/2150704X.2021.1906976.
  • Lv, Y. K., Y. P. Wang, Y. H. Wu, H. Y. Wang, L. Qiu, H. Z. Zhao, and Y. Sun. 2018. “A Novel Inverse Synthetic Aperture Radar Imaging Method for Maneuvering Targets Based on Modified Chirp Fourier Transform.” Applied Sciences 8 (12): 2443. doi:10.3390/app8122443.
  • Onhon, N. Ö., and M. Cetin. 2012. “A Sparsity-Driven Approach for Joint SAR Imaging and Phase Error Correction.” IEEE Transactions on Image Processing 21 (4): 2075–2088. doi:10.1109/TIP.2011.2179056.
  • Tropp, J. A., and A. C. Gilbert. 2007. “Signal Recovery from Random Measurements via Orthogonal Matching Pursuit.” IEEE Transactions on Information Theory 53 (12): 4655–4666. doi:10.1109/TIT.2007.909108.
  • Wang, L., T. Y. Huang, and Y. M. Liu. 2019. “Phase Compensation and Image Autofocusing for Randomized Stepped Frequency ISAR.” IEEE Sensors Journal 19 (10): 3784–3796. doi:10.1109/JSEN.2019.2897014.
  • Wei, J. Q., S. Shao, H. Ma, P. H. Wang, L. Zhang, and H. W. Liu. 2020. “High-Resolution ISAR Imaging with Modified Joint Range Spatial-Variant Autofocus and Azimuth Scaling.” Sensors 20: 5047. doi:10.3390/s20185047.
  • Wei, X., J. Yang, M. J. Lv, W. F. Chen, and X. Y. Ma. 2021. “Two-Dimensional Reweighted Alternating Direction Method of Multipliers for Inverse Synthetic Aperture Radar Imaging with Pattern-Coupled Sparse Structure.” Journal of Applied Remote Sensing 15 (4): 044518. doi:10.1117/1.JRS.15.044518.
  • Zhang, S. H., Y. X. Liu, and X. Li. 2017. “Autofocusing for Sparse Aperture ISAR Imaging Based on Joint Constraint of Sparsity and Minimum Entropy.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10 (3): 998–1011. doi:10.1109/JSTARS.2016.2598880.
  • Zhang, S. H., Y. X. Liu, and X. Li. 2020. “Fast Sparse Aperture ISAR Autofocusing and Imaging via ADMM Based Sparse Bayesian Learning.” IEEE Transactions on Image Processing 29: 3213–3226. doi:10.1109/TIP.2019.2957939.
  • Zhu, D. Y., L. Wang, Y. S. Yu, Q. N. Tao, and Z. D. Zhu. 2009. “Robust ISAR Range Alignment via Minimizing the Entropy of the Average Range Pro?le.” IEEE Geoscience and Remote Sensing Letters 6 (2): 204–208. doi:10.1109/LGRS.2008.2010562.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.