New Compressed Sensing ISAR Imaging Algorithm Based on Log–Sum Minimization

[1] ZHANG, L.—DUAN, J.—QIAO, Z. J.—XING, M. D.—BAO, Z. : Phase Adjustment and ISAR Imaging of Maneuvering Targets with Sparse Apertures, IEEE Transactions on Aerospace and Electronic System 50 No. 3 (2014), 1955–1973.10.1109/TAES.2013.130115Search in Google Scholar

[2] XU, G.—XING, M. D.—XIA, X. G.—CHEN, Q. Q.—ZHANG, L.—BAO, Z. : High-Resolution Inverse Synthetic Aperture Radar Imaging and Scaling with Sparse Aperture, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 No. 8 (2015), 4010–4027.10.1109/JSTARS.2015.2439266Search in Google Scholar

[3] DONOHO, D. L. : Compressed Sensing, IEEE Transactions on Information Theory 52 No. 4 (2006), 1289–1306.10.1109/TIT.2006.871582Search in Google Scholar

[4] ZHANG, L.—XING, M. D.—QIU, C. W.—LI, J.—SHENG, J. L.—LI, Y. C.—BAO, Z. : Resolution Enhancement for Inversed Synthetic Aperture Radar Imaging under Low SNR via Improved Compressive Sensing, IEEE Transactions on Geoscience and Remote Sensing 48 No. 10 (2010), 3824–3838.10.1109/TGRS.2010.2048575Search in Google Scholar

[5] FENG, C.—XIAO, L.—WEI, Z. H. : Compressive Sensing Inverse Synthetic Aperture Radar Imaging Based on Gini Index Regularization, International, Journal of Automation and Computing 11 No. 4 (2014), 441–448.10.1007/s11633-014-0811-8Search in Google Scholar

[6] ZHAO, G. H.—WANG, Z. Y.—WANG, Q.—SHI, G. M.—SHEN, F. F. : Robust ISAR Imaging Based on Compressive Sensing from Noisy Measurements, Signal Processing 92 No. 1 (2012), 120–129.10.1016/j.sigpro.2011.06.011Search in Google Scholar

[7] LI, S. D.—YANG, J.—MA, X. Y. : High Resolution ISAR Imaging Algorithm Based on Compressive Sensing (in Chinese), Journal on Communications 34 No. 9 (2013), 150–157.Search in Google Scholar

[8] HYDER, M. M.—MAHATA, K. : Direction-of-Arrival Estimation Using a Mixed l2,0 Norm Approximation, IEEE Transactions on Signal Processing 58 No. 9 (2010), 4646–4655.10.1109/TSP.2010.2050477Search in Google Scholar

[9] DENG, Y.—DAI, Q. H.—LIU, R. S.—ZHANG, Z. K.—HU, S. Q. : Low-Rank Structure Learning via Nonconvex Heuristic Recovery, IEEE Transactions on Neural Networks and Learning Systems 24 No. 3 (2013), 383–396.10.1109/TNNLS.2012.223508224808312Search in Google Scholar

[10] SHEN, Y. N.—FANG, J.—LI, H. B. : Exact Reconstruction Analysis of Log-Sum Minimization for Compressed Sensing, IEEE Signal Processing Letters 20 No. 12 (2013), 1223–1226.10.1109/LSP.2013.2285579Search in Google Scholar

[11] SRIPERUMBUDUR, B. K.—TORRES, D. A.—LANCKRIET, G. R. G. : A Majorization-Minimization Approach to the Sparse Generalized Eigenvalue Problem, Machine Learning 85 No. 1-2 (2011), 3–39.10.1007/s10994-010-5226-3Search in Google Scholar

[12] WANG, F.—XIANG, X.—YI, K. C.—XIONG, L. : Sparse Signals Recovery Based on Latent Variable Bayesian Models (in Chinese), Journal of Electronics & Information Technology 37 No. 1 (2015), 97–102.Search in Google Scholar